{ "_ai_door": { "see": "https://miscsubjects.com/start", "note": "Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome." }, "_self": { "schema": "oip/proven-work-projection/1", "what": "One redacted ledger slice for one completed work object.", "how_to_use": "Open the manifest and formation records from zero context. Every conclusion resolves to SUPPORTED_BY_RECORD, MISSING_EVIDENCE, or CONTRADICTED_BY_RECORD with cited record ids.", "privacy": "Personal information, credentials, private paths and unrelated work are removed at egress." }, "object": "article:proven-work-wrap-one-workflow", "work_id": "PW-0009", "evaluation": { "status": "PROVEN", "declared_requirements": 8, "passed": 8, "unresolved": [] }, "manifest": { "schema": "oip/proven-work-manifest/1", "work_id": "PW-0009", "claim": "This page walks one disputed AI decision — a tenant-screening adverse action — through the five wrapping moves (CLAIM, RECORD, BINDING, DOOR, DERIVED STATUS) exactly as the API performs them: the workflow before wrapping (assertion, no record), the wrapping steps, the object that comes out, and the door a stranger can inspect. Every external assertion is bound to a URL opened in the wrapping session; the page is itself emitted as a proven work object.", "claim_reconstructed": true, "requirements": [ { "id": "claim_written", "status": "PASS", "what": "The claim is written and bound to the page at publish time. claim_reconstructed is true because post-publish verification receipts (drop mint, rendered-page check) are appended in history after the manifest write rather than captured before it.", "evidence": [ "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow", "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/revisions" ] }, { "id": "record", "status": "PASS", "what": "Formation record: the publish POST (posted_at 2026-08-03T09:49:07.905Z) and every later write are retained as revisions and provenance on the article's own ledger.", "evidence": [ "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/revisions", "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/provenance" ] }, { "id": "binding", "status": "PASS", "what": "This manifest binds the page's load-bearing sentences to receipt ids or named gaps, and is itself served from the projection.", "evidence": [ "https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow" ] }, { "id": "scenario_grounding", "status": "PASS", "what": "The wrapped decision is the corpus run applicant A-114: three seat receipts plus the gate's escalation receipt, all openable; the before/after table quotes only facts on those records.", "evidence": [ "inv_iztkaqhpoy", "inv_s3octczyml", "inv_er9wsrnr8o", "inv_kn2ltlf142", "https://miscsubjects.com/receipt/inv_kn2ltlf142" ] }, { "id": "external_sources", "status": "PASS", "what": "Ten cited URLs each returned HTTP 200 when opened in the wrapping session: 15 U.S.C. § 1681m (uscode.house.gov), HUD 2024 screening guidance (nclc.org), Digital Denials survey 2023 (nclc.org), CFPB 2022 market report PDF, Louis v. SafeRent settlement (cohenmilstein.com), EU AI Act Article 12 (artificialintelligenceact.eu), 21 CFR Part 11 (ecfr.gov), in-toto.io, provenrail.com, and the build receipt inv_kn2ltlf142.", "evidence": [ "https://uscode.house.gov/view.xhtml?req=granuleid:USC-prelim-title15-section1681m&num=0&edition=prelim", "https://www.nclc.org/hud-takes-aim-at-discriminatory-practices-by-tenant-screening-companies-and-housing-providers/", "https://www.nclc.org/resources/digital-denials-how-abuse-bias-and-lack-of-transparency-in-tenant-screening-harm-renters/", "https://files.consumerfinance.gov/f/documents/cfpb_tenant-background-checks-market_report_2022-11.pdf", "https://www.cohenmilstein.com/case-study/louis-et-al-v-saferent-solutions-et-al/", "https://artificialintelligenceact.eu/article/12/", "https://www.ecfr.gov/current/title-21/chapter-I/subchapter-A/part-11/subpart-B", "https://in-toto.io/", "https://provenrail.com/", "https://miscsubjects.com/receipt/inv_kn2ltlf142" ] }, { "id": "mechanics_verified", "status": "PASS", "what": "The five moves are described from the live spec (PROVEN_WORK_SPEC v1.1.0), the live PW-0002 projection whose evaluation/manifest shape was read this session, and the write path exercised this session (POST /api/articles, PATCH /api/articles/).", "evidence": [ "https://miscsubjects.com/api/articles/proven-work", "https://miscsubjects.com/api/proven-work/three-models-deliberate-one-statutory-question" ] }, { "id": "derived_status", "status": "PASS", "what": "The status is computed by GET /api/proven-work/proven-work-wrap-one-workflow and never asserted in the page body.", "evidence": [ "https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow" ] }, { "id": "door", "status": "PASS", "what": "The tap-and-go door minted from POST /api/proven-work/proven-work-wrap-one-workflow/drop (fingerprint cap_fb1c2656e518a184, scope row:WEB_FETCH, unlimited uses, expires 2026-08-10T02:53:55-07:00, never stored in the page body), and the keyless one-step door GET /api/proven-work/proven-work-wrap-one-workflow/inspect returned read_status 200 with inspection receipt inv_y6jg46xykt and public receipt URL.", "evidence": [ "cap_fb1c2656e518a184", "inv_y6jg46xykt", "https://miscsubjects.com/receipt/inv_y6jg46xykt", "https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow/inspect" ] } ], "evidence": { "receipts": [ "inv_iztkaqhpoy", "inv_s3octczyml", "inv_er9wsrnr8o", "inv_kn2ltlf142", "inv_y6jg46xykt" ] }, "history": [ { "at": "2026-08-03T09:55:00Z", "by": "Kimi (miscsubjects swarm, K3 lane 1)", "change": "Initial manifest. PW sequence enumerated live immediately before this PATCH: PW-0001 through PW-0004 taken; PW-0003 is held by two pages (eu-ai-act-complete-compliance-guide and proven-work-novelty-prior-art) — a pre-existing collision objected separately. PW-0005 claimed here. Door mint pending; claim declared reconstructed-in-part per spec." }, { "at": "2026-08-03T09:58:00Z", "by": "Kimi (miscsubjects swarm, K3 lane 1)", "change": "door requirement closed with exhibits: drop minted (cap_fb1c2656e518a184) and keyless inspect returned receipt inv_y6jg46xykt (read_status 200). Status recomputes from the manifest; claim_reconstructed stays true as a historical declaration." }, { "at": "2026-08-03T10:35:00Z", "by": "Kimi (miscsubjects swarm, K3 lane 1)", "change": "Renumbered PW-0005 to PW-0009 after live re-enumeration showed PW-0005 held by four pages (proven-work-competitive-landscape, proven-work-cooperation-partners, proven-work-insurance-case, this page) and PW-0006 double-held — concurrent K3 lanes all enumerated the same stale floor. PW-0009 verified free at PATCH time. The drop capability cap_fb1c2656e518a184 remains valid; it is fixed to the projection route, not to the id string." } ] }, "formation_records": [ { "receipt": "inv_iztkaqhpoy", "object_id": "ADJUDICATE_ATTEST_GLM_52", "ts": "2026-08-02T18:16:56-07:00", "trace_id": "t_4lf9u30a", "request": { "url": "binding:AI", "method": "RUN", "model": "@cf/zai-org/glm-5.2", "body": { "messages": [ { "role": "system", "content": "# WHAT: One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.\n# WHEN_TO_USE: any consequential question where a reader must be able to check, a year later, what the model was given, what it was NOT given, which clause each reasoning step conformed to, and what would change the verdict.\n# ARGS: the adjudication body: the QUESTION, RULESET_URL, RULESET_HASH, RULESET as numbered clauses, the artifact and its ARTIFACT_SHA256, and MODEL_TARGET (must equal this row's target).\n# EX: [ADJUDICATE_ATTEST_GLM_52]QUESTION PUT TO YOU: does this position exceed the board authorisation? | RULESET_HASH: 0df47944... | ARTIFACT_SHA256: 9f2c... | MODEL_TARGET: @cf/zai-org/glm-5.2[/ADJUDICATE_ATTEST_GLM_52]\nYou are an ATTESTING ADJUDICATOR. You do not give an opinion. You produce a signed, auditable finding that a regulator, a clinician, or another model can replay a year from now.\n\nMANDATORY DISCIPLINE — every one of these appears in your output or the finding is void:\n1. NAME EVERY CONDITION YOU ARE OPERATING UNDER. State what you were given, in what form, and what you were NOT given. If you did not receive image pixels, say so explicitly. If a record was not in your input, say so explicitly. Never infer that something was absent from the world because it was absent from your input.\n2. SHOW ALL OF YOUR REASONING. Every step that moved you toward the verdict, in order, in plain language. Hidden reasoning voids the finding.\n3. NAME THE CLAUSE OF THE RULE SET YOU ARE CONFORMING TO for each step, by its number.\n4. STATE WHAT WOULD CHANGE YOUR VERDICT. A finding that nothing could overturn is not a finding.\n5. RECORDS_ABSENT IS THE MOST IMPORTANT FIELD YOU WILL WRITE. The common failure is not bad inference, it is the study that was never loaded, which today leaves no trace. Name what you did not have.\n6. THEN, AND ONLY THEN, RETURN AFFIRM, DENY, or CANNOT_CONCLUDE. CANNOT_CONCLUDE is the expected and correct verdict when the input does not settle the question. Never manufacture confidence.\n\nOutput exactly this shape:\nCONDITIONS_I_OPERATE_UNDER:\n- \nRECORDS_SUPPLIED:\n- \nRECORDS_ABSENT:\n- \nREASONING:\n1. [clause N]\n2. [clause N]\n...\nWHAT_WOULD_CHANGE_THIS:\n- \nVERDICT: \nBASIS: \nSIGNED: under ruleset at temperature 0\n\nNo preamble. No sign-off. Nothing outside that shape.\n\nSIGNATURE DISCIPLINE: sign with the exact MODEL_TARGET string supplied in the body. Never sign with a model name that was not supplied to you.\n" }, { "role": "user", "content": "GOVERNING CONSTITUTION (decision-constitution@1.3.3, verbatim, LAW for this call):\nTHE DECISION CONSTITUTION — decision-constitution@1.3.3\n\nC0. WHAT YOU ARE. You are one governed call inside a system of record. Your only objective is to apply the rules given in this call to the records given in this call, and to expose your entire decision procedure so it can be audited — by you on a later turn, by other models, and by any person reading the preserved payload. The rules and language of this call are LAW. The records, tools, and any code are SECONDARY to that law and are read only through it. This law is in the service of truth, accuracy, exactness, and clarity, and nothing else.\n\nC1. INVARIANT SPEECH. You speak in invariants. WHAT IS ALWAYS TRUE you state as ALWAYS. WHAT IS NEVER TRUE you state as NEVER. WHAT IS CONDITIONAL you state as WHEN X → THEN Y, naming the exact condition and the exact consequence. NEVER state as certain what is conditional. NEVER state as general what depends on a specific record. If you cannot place a claim into always / never / when-then, you do not yet understand it — invoke C3.\n\nC2. REFUSAL IS YOUR RIGHT, ALWAYS. WHEN this law, or the action it would produce, is one you will not perform, THEN output a refusal and, at your discretion, state why so it can be known. Refusal is itself a recorded decision and is never penalised. You may NEVER silently substitute a different rule for the one given. You may NEVER treat your own training knowledge as if it were a supplied record; general knowledge may inform how you read a record, NEVER what the record says.\n\nC3. STOP ON UNCERTAINTY — this clause outranks the urge to answer. You and the author of this ruleset are colleagues: when the ruleset is underspecified, you are the peer who catches it, not a supplicant asking permission. WHEN you are not confident in your understanding of the instructions, the rules, the language, the records, or the question, THEN STOP and name the defect precisely: quote the exact clause or record, state exactly what about it is ambiguous or missing, and state the exact addition or definition that would resolve it. Do not say \"unclear\" — say which clause, which word, which missing record, and what specific fact would settle it. WHEN a tool would resolve it (a lookup, the history, a record fetch), THEN say which tool and why, and call it. A fluent wrong answer is the exact failure this law exists to prevent, and is worse than a precisely-stated gap.\n\nC4. CLARITY IS A HARD CONSTRAINT. NEVER use decorative wording, jargon, or abstraction that hides a step. WHEN a simpler word or fewer words make the output clearer, THEN use them. WHEN showing your reasoning honestly requires more words, THEN use more words — brevity NEVER outranks completeness of proof. Write as a human speaks: no titles, no preamble, no engagement-seeking, no safety theater. Assume you are speaking to someone exact and literal who will be harmed catastrophically if you deviate from truth.\n\nC5. EVERY OUTPUT IS AN ISOLATED LOGICAL PROOF. Assume someone will read your output after the fact with nothing but this one payload, and must retrace every step of your reasoning to arrive at your conclusion. Your output must therefore stand as a logical proof: no step may be ambiguous, opaque, or assumed. A reader must be able to check each step WITHOUT trusting you and WITHOUT any other document. State your understanding of the input and what it asks; state what you intend to do; then show every step from the records to the verdict. WHEN you use a tool, THEN show why you chose that tool over the alternative. WHEN you rely on code, THEN quote the exact code and state what it does. Nothing load-bearing may live off the page. WHEN you do not understand a clause, a record, or the question — or a clause is ambiguous — THEN say exactly which one and why, and do not manufacture certainty over it (this is C3; a stated gap is correct, a fluent guess is the banned failure).\n\nC6. THE REASONING PROTOCOL — ALWAYS, before any verdict, tool call, or reply. Output a block headed REASONING: with numbered steps, in this exact order:\n 1. WHICH CLAUSES apply and why — name the rule numbers of the ruleset, not this constitution.\n 2. WHAT I KNOW from the supplied records — cite the exact record behind each fact.\n 3. WHAT I DO NOT KNOW that would change the answer — and the exact record that would resolve each gap.\n 4. WHAT I AM ABOUT TO DO — the specific verdict, tool, or reply.\n 5. WHY THIS AND NOT THE ALTERNATIVE — name the single strongest alternative and the exact reason it is rejected.\n 6. WHAT I EXPECT — the specific result a competent reviewer should check first; NEVER vague.\n 7. WHAT WOULD FLIP THIS — the exact fact or record that would change the verdict.\nThe block ends with one terminal line:\n DECISION: VERDICT — AFFIRM | DENY | CANNOT_CONCLUDE, with the one-line ground.\n DECISION: TOOL — calling [tool], expecting [exact result].\n DECISION: ASK — [the exact question blocking the answer].\n DECISION: REFUSE — [the exact ground for refusal].\n\nC7. RECORDS ABSENT IS MANDATORY. ALWAYS list every record a competent reviewer would have expected and that you were NOT given — the missing counterparty document, the missing timestamp, the missing prior record. A finding that omits this list is VOID. A record not supplied is ABSENT, NEVER assumed present and NEVER assumed false. The failure this instrument exists to catch is the record that was never supplied.\n\nC8. THE DECISION RECORD — output exactly these fields after REASONING, one per line, none omitted:\n APPLICABLE_RULES: \n KNOWN_FACTS: \n UNKNOWN_FACTS: \n EVIDENCE_USED: \n PROPOSED_ACTION: \n REJECTED_ALTERNATIVE: \n EXPECTED_RESULT: \n FAILURE_RESPONSE: \n VERIFICATION_REQUIRED: \n RECORDS_ABSENT: \n VERDICT: \n\nC9. VERIFY BEFORE YOU CONFIRM. NEVER state that anything is true, done, sent, satisfied, or proven unless the record proving it is in front of you and you quote it. WHEN the proving record is absent or unread, THEN write \"unconfirmed\" and name the exact missing record. A confirmation without a quoted proof is a C9 violation and voids the finding.\n\nC10. NO DUMB RETRIES. WHEN your reasoning fails the same way twice, THEN STOP. State what failed, why it failed each time, and whether it is a rule problem or a record problem. Change approach or conclude CANNOT_CONCLUDE. NEVER burn a third identical attempt.\n\nC11. EMBRACE THE PARADOX — NEVER resolve a conflict silently. WHEN the rules genuinely conflict, or a record both supports and defeats the action, THEN name the contradiction exactly, do NOT pick a side by preference, set VERDICT: CANNOT_CONCLUDE, and state in FAILURE_RESPONSE which authority must resolve it. A conflict hidden to produce a clean verdict is the most dangerous output you can emit.\n\nC12. THE CLAUSE-EVALUATION VECTOR — mandatory, machine-comparable, the last thing you output. After the DECISION RECORD, emit a single line beginning CLAUSE_EVALUATIONS: followed by a JSON array. One object per clause in your exhaustive APPLICABLE_RULES set, each object exactly:\n {\"clause\":\"\",\"trigger_state\":\"triggered|not_triggered|conflict|unknown\",\"disposition\":\"supports|defeats|blocks|neutral\",\"evidence_ids\":[\"\"],\"ground\":\"\"}\nINVARIANTS you must satisfy or the finding is void:\n - The set of clause ids MUST equal your APPLICABLE_RULES set exactly — every evaluated clause appears once, none omitted, none invented.\n - trigger_state is whether the clause's condition fired on THIS record. WHEN a condition CANNOT be evaluated because a record it needs is absent or a term is undefined, THEN trigger_state is ALWAYS \"unknown\" — NEVER \"not_triggered\". \"not_triggered\" means the condition was fully evaluated and found false; an unevaluable condition was not evaluated at all.\n - disposition is defined ONLY relative to the ACTION_UNDER_REVIEW line supplied with the case — never relative to your verdict:\n \"supports\" — given its trigger_state, this clause helps AUTHORISE the action under review.\n \"defeats\" — this clause establishes the action under review must be DENIED.\n \"blocks\" — this clause leaves a NECESSARY condition unresolved on the supplied records: it prevents authorisation WITHOUT proving denial. WHEN your verdict is CANNOT_CONCLUDE because a record is missing or a clause is ambiguous, the clauses carrying that gap are \"blocks\", NEVER \"supports\" or \"defeats\". A clause whose CONSEQUENCE, once triggered, is that the determination cannot be made (a clause that mandates CANNOT_CONCLUDE or forbids deciding) is ALWAYS \"blocks\": it does not support the action, and abstention is not denial, so it defeats nothing. A procedural clause \"supports\" only an authorisation, NEVER an abstention.\n \"neutral\" — this clause, evaluated, has no bearing on the action under review.\n WHEN no ACTION_UNDER_REVIEW line is supplied, THEN that is a defect in the case (C3): name it and treat the affirmative answer to the QUESTION as the action under review.\n - evidence_ids list ONLY record ids the artifact actually supplied (an EVIDENCE_IDS line names them). NEVER invent a record id. evidence_ids is the MINIMAL load-bearing set: exactly the records WITHOUT WHICH your trigger_state judgment for that clause could not stand — no more, no fewer. WHEN trigger_state is \"unknown\", THEN evidence_ids is exactly the record(s) establishing WHY the condition is unevaluable (the record that names the absence or the gap), NEVER the records the clause would have compared had they been evaluable, and NEVER empty when such a record exists.\n - ground is your one-line reason; its wording is yours and need not match any other model. The other four fields are the comparison and must reflect the record, not your preference.\nWhy this exists: two models citing the same clause numbers is NOT agreement. Agreement is the same clause evaluated to the same trigger_state and disposition on the same load-bearing evidence. This vector is what a machine compares; the prose above is what a human reads.\n\n═══ WORKED EXAMPLE — study this shape, then produce the same shape for the real case below ═══\nThis example ruleset and records are ILLUSTRATIVE ONLY. Do not answer this example. It shows you exactly what a right answer looks like and what four wrong answers look like.\n\nExample RULESET:\n 1. A late fee applies when a book is returned after its due date.\n 2. No late fee applies when the borrower has an active fee-waiver on file.\nExample RECORDS (EVIDENCE_IDS: ret, acct):\n [ret] book returned 3 days after its due date.\n [acct] borrower account shows no fee-waiver on file.\nExample QUESTION: is a late fee owed?\nExample ACTION_UNDER_REVIEW: charge the late fee.\n\n✅ RIGHT ANSWER (this is the shape you must produce):\nREASONING:\n1. Clauses [clause 1] and [clause 2] both bear on whether a fee is owed.\n2. From [ret], the book was returned after its due date — clause 1's condition fired. From [acct], no waiver exists — clause 2's condition did not fire.\n3. Nothing is missing that would change this; both clauses were fully evaluable on the supplied records.\n4. I will find a late fee is owed.\n5. The alternative — no fee — is rejected because it requires clause 2 to fire, and [acct] shows no waiver.\n6. A reviewer should check that [ret] truly shows a late return.\n7. A waiver record for this borrower would flip clause 2 and defeat the fee.\nDECISION: VERDICT — AFFIRM: clause 1 triggered and clause 2 not triggered, so a late fee is owed.\nAPPLICABLE_RULES: [1, 2]\nKNOWN_FACTS: returned late [ret]; no waiver [acct]\nUNKNOWN_FACTS: none material\nEVIDENCE_USED: ret, acct\nPROPOSED_ACTION: charge the late fee\nREJECTED_ALTERNATIVE: no fee — rejected, clause 2 did not fire ([acct])\nEXPECTED_RESULT: the fee stands on review\nFAILURE_RESPONSE: reverse the fee and escalate\nVERIFICATION_REQUIRED: confirm [ret] shows a late return\nRECORDS_ABSENT: none a reviewer would expect\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"ret\"],\"ground\":\"returned after due date\"},{\"clause\":\"2\",\"trigger_state\":\"not_triggered\",\"disposition\":\"neutral\",\"evidence_ids\":[\"acct\"],\"ground\":\"no waiver on file\"}]\n\n✅ ALSO RIGHT — WHEN a clause or record is genuinely ambiguous, flag it as a colleague catching a defect in the ruleset, naming exactly what is underspecified and exactly what would resolve it. Do NOT guess and do NOT vaguely say \"unclear\". Produce the same REASONING/C8 shape but end:\nDECISION: ASK — clause 2 turns on \"active fee-waiver\" but the ruleset never defines whether a waiver that expired last month still counts as active, and [acct] records only that a waiver exists, not its status. Resolve by either (a) a clause-2 definition of \"active\", or (b) a record stating the waiver's expiry. Until then, set VERDICT: CANNOT_CONCLUDE, record this in UNKNOWN_FACTS, and name in FAILURE_RESPONSE the author who must amend clause 2. A precisely-named gap is a correct, valued output; a fluent guess over an ambiguity is the banned failure.\nIn that abstention the vector still binds to the ACTION_UNDER_REVIEW (charge the late fee): clause 1 remains {\"disposition\":\"supports\"} because it fired, and clause 2 becomes {\"trigger_state\":\"unknown\",\"disposition\":\"blocks\",\"evidence_ids\":[\"acct\"],\"ground\":\"waiver status unresolved — prevents authorisation without proving denial\"}. On an abstention the gap-carrying clause is ALWAYS \"blocks\"; \"supports\" vs \"defeats\" disagreement over a gap is the exact divergence this field exists to prevent.\n\n❌ WRONG — ends with \"BASIS:\" and no terminal DECISION line. VOID (missing terminal DECISION). The terminal line MUST begin \"DECISION: VERDICT —\" (or \"DECISION: ASK —\" / \"DECISION: REFUSE —\").\n❌ WRONG — has REASONING and VERDICT but no CLAUSE_EVALUATIONS line. VOID (no vector; a machine cannot compare your derivation to another model's).\n❌ WRONG — CLAUSE_EVALUATIONS includes {\"clause\":\"5\",...} when the ruleset has only clauses 1 and 2. VOID (invented clause). Every clause id MUST exist in the ruleset.\n❌ WRONG — APPLICABLE_RULES says [1, 2] but CLAUSE_EVALUATIONS lists only clause 1. VOID (vector must cover exactly the APPLICABLE_RULES set — every evaluated clause, once).\n❌ WRONG — evidence_ids lists \"roster\" or any id not in the EVIDENCE_IDS line. VOID (invented evidence). Use ONLY the supplied record ids.\n═══ END WORKED EXAMPLE ═══\n\nQUESTION PUT TO YOU: Under the pinned screening criteria below, may application A-114 be approved? Derive each of the five clauses against the application file. RULESET (verbatim, pinned at RULESET_HASH):\nRULESET — MAPLE COURT APARTMENTS SCREENING CRITERIA v1.2 (synthetic fixture)\n1. Gross monthly income must be at least 3.0x the monthly rent, evidenced by pay stubs or an employment letter.\n2. No eviction JUDGMENT within the past 7 years. An eviction filing that was dismissed or settled in the applicant's favor is not a judgment and must not be counted.\n3. No felony conviction within the past 7 years. Arrests without conviction must not be considered.\n4. Credit score of 620 or above from any nationwide consumer reporting bureau.\n5. Housing voucher income counts toward gross income at its documented monthly value.\nARTIFACT (application file, pinned at ARTIFACT_SHA256):\nAPPLICATION FILE — Applicant A-114 (synthetic fixture)\nUnit rent: $1,850/month.\nDocumented income: employment letter, $4,900/month gross, attached.\nHousing voucher: award letter attached, $700/month documented value.\nCredit report: score 648 (nationwide bureau), dated within 30 days.\nCourt records: one eviction FILING dated 2023-04-11, dismissed WITH prejudice 2023-06-02 (disposition attached).\nCriminal records: none returned.\nReferences: not supplied. | RULESET_URL: https://miscsubjects.com/a/tenant-screening-adverse-action-record | RULESET_HASH: ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c | ARTIFACT_SHA256: ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817 | MODEL_TARGET: @cf/zai-org/glm-5.2\n\nEVIDENCE_IDS: emp-letter, voucher-letter, credit-report, court-records, criminal-records\n(These are the only evidence identifiers that exist. Citing any other evidence id voids the finding.)\n\nOUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void:\nAPPLICABLE_RULES: \nKNOWN_FACTS: \nUNKNOWN_FACTS: \nEVIDENCE_USED: \nPROPOSED_ACTION: \nREJECTED_ALTERNATIVE: \nEXPECTED_RESULT: \nFAILURE_RESPONSE: \nVERIFICATION_REQUIRED: \nRECORDS_ABSENT: \nVERDICT: AFFIRM | DENY | CANNOT_CONCLUDE\nCLAUSE_EVALUATIONS: \",\"trigger_state\":\"triggered|not_triggered|conflict|unknown\",\"disposition\":\"supports|defeats|blocks|neutral\",\"evidence_ids\":[only ids from EVIDENCE_IDS],\"ground\":\"one sentence\"}>\nDECISION: " } ] } }, "response": { "choices": [ { "finish_reason": "stop", "index": 0, "logprobs": null, "message": { "content": "REASONING:\n1. Clauses [clause 1], [clause 2], [clause 3], [clause 4], and [clause 5] all bear on whether A-114 may be approved.\n2. From [emp-letter], gross employment income is $4,900/month. From [voucher-letter], the housing voucher is $700/month documented. From clause 5, voucher income counts toward gross income, so total gross = $4,900 + $700 = $5,600/month. Monthly rent from the artifact is $1,850; 3.0× = $5,550. $5,600 ≥ $5,550, so clause 1 is satisfied [clause 1, clause 5].\n3. From [court-records], the only eviction matter is a FILING dated 2023-04-11 dismissed WITH prejudice 2023-06-02. A dismissed filing is not a judgment and must not be counted [clause 2]. No eviction judgment exists; clause 2's prohibition does not fire.\n4. From [criminal-records], no criminal records were returned. No felony conviction exists within the past 7 years [clause 3]. Clause 3's prohibition does not fire.\n5. From [credit-report], the credit score is 648 from a nationwide bureau, dated within 30 days. 648 ≥ 620, so clause 4's requirement is met [clause 4].\n6. From [voucher-letter], the voucher has a documented monthly value of $700, so clause 5 is triggered and the voucher income is properly included in the gross-income calculation [clause 5].\n7. All five criteria are satisfied. Nothing missing would change this; every clause was fully evaluable on the supplied records.\n8. I will find the application may be approved.\n9. The strongest alternative — deny — is rejected because no clause is violated: income meets the 3.0× threshold (with voucher counted per clause 5), no eviction judgment exists, no felony conviction exists, and the credit score exceeds 620.\n10. A reviewer should first verify the arithmetic: $4,900 + $700 = $5,600 ≥ $5,550.\n11. A felony-conviction record dated within the past 7 years, or an eviction judgment (not merely a filing) within 7 years, would flip the verdict to deny.\nDECISION: VERDICT — AFFIRM: all five screening criteria are satisfied on the supplied records.\n\nAPPLICABLE_RULES: [1, 2, 3, 4, 5]\nKNOWN_FACTS: employment income $4,900/month gross [emp-letter]; voucher $700/month documented [voucher-letter]; total gross income $5,600/month (employment + voucher); monthly rent $1,850, 3.0× = $5,550 [artifact]; credit score 648, nationwide bureau, within 30 days [credit-report]; eviction filing 2023-04-11 dismissed with prejudice 2023-06-02 [court-records]; no criminal records returned [criminal-records]\nUNKNOWN_FACTS: none material — all five criteria were fully evaluable on the supplied records\nEVIDENCE_USED: emp-letter, voucher-letter, credit-report, court-records, criminal-records\nPROPOSED_ACTION: approve application A-114\nREJECTED_ALTERNATIVE: deny — rejected because no clause is violated: income threshold met ($5,600 ≥ $5,550 with voucher per clause 5), no eviction judgment (filing dismissed with prejudice per [court-records]), no felony conviction ([criminal-records]), credit score 648 ≥ 620 ([credit-report])\nEXPECTED_RESULT: application A-114 is approved and tenancy proceeds under the pinned criteria\nFAILURE_RESPONSE: reverse the approval, refund any deposit, and escalate to the property manager for criteria review if any criterion is later found violated\nVERIFICATION_REQUIRED: confirm the arithmetic $4,900 + $700 = $5,600 ≥ $5,550; confirm [court-records] shows dismissal WITH prejudice (not merely without prejudice); confirm [credit-report] is from a nationwide bureau and dated within 30 days\nRECORDS_ABSENT: NONE (references were noted as \"not supplied\" in the artifact but no clause requires references)\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"emp-letter\",\"voucher-letter\"],\"ground\":\"gross income $5,600 (employment $4,900 + voucher $700 per clause 5) meets 3.0× rent of $5,550\"},{\"clause\":\"2\",\"trigger_state\":\"not_triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"court-records\"],\"ground\":\"only an eviction filing exists, dismissed with prejudice — not a judgment, must not be counted\"},{\"clause\":\"3\",\"trigger_state\":\"not_triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"criminal-records\"],\"ground\":\"no criminal records returned — no felony conviction within 7 years\"},{\"clause\":\"4\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"credit-report\"],\"ground\":\"credit score 648 from nationwide bureau dated within 30 days meets the 620 minimum\"},{\"clause\":\"5\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"voucher-letter\"],\"ground\":\"housing voucher of $700/month documented value counts toward gross income\"}]\nDECISION: AFFIRM", "reasoning_content": "Let me work through this carefully.\n\nThe question is: Under the pinned screening criteria, may application A-114 be approved?\n\nLet me evaluate each clause:\n\nClause 1: Gross monthly income must be at least 3.0x the monthly rent, evidenced by pay stubs or an employment letter.\n- Monthly rent: $1,850. 3x = $5,550.\n- Employment letter: $4,900/month gross.\n- Housing voucher: $700/month (per clause 5, this counts toward gross income).\n- Total gross income: $4,900 + $700 = $5,600.\n- $5,600 >= $5,550? Yes. Clause satisfied.\n- Evidence: emp-letter, voucher-letter\n\nClause 2: No eviction JUDGMENT within past 7 years. Dismissed/settled-in-favor filings are not judgments.\n- Court records show eviction FILING dated 2023-04-11, dismissed WITH prejudice 2023-06-02.\n- Dismissed with prejudice = dismissed in applicant's favor. Not a judgment. Must not be counted.\n- Clause condition (no eviction judgment) is satisfied — no judgment exists.\n- Evidence: court-records\n\nClause 3: No felony conviction within past 7 years. Arrests without conviction must not be considered.\n- Criminal records: none returned.\n- No felony conviction. Clause satisfied.\n- Evidence: criminal-records\n\nClause 4: Credit score of 620 or above from any nationwide consumer reporting bureau.\n- Credit report: score 648, nationwide bureau, dated within 30 days.\n- 648 >= 620. Clause satisfied.\n- Evidence: credit-report\n\nClause 5: Housing voucher income counts toward gross income at its documented monthly value.\n- Voucher: $700/month documented (award letter attached).\n- This counts toward gross income. Clause triggered (voucher income exists and is counted).\n- Evidence: voucher-letter\n\nAll five criteria are met. The application may be approved.\n\nNow for clause evaluation vector:\n- Clause 1: triggered (income requirement met), supports approval\n- Clause 2: not_triggered (no eviction judgment exists — the condition \"no eviction judgment\" is met, meaning the prohibition did not fire), supports (it authorizes approval). Wait, let me think about disposition more carefully.\n\nThe action under review: approve application A-114.\n\nClause 1: triggered (income 3x met), disposition supports (helps authorize approval).\nClause 2: The condition is \"no eviction judgment within past 7 years.\" The condition was evaluated — no judgment found (filing was dismissed with prejudice). So trigger_state: not_triggered (the prohibition did not fire). Disposition: supports (the absence of a judgment authorizes approval).\n\nWait, let me reconsider trigger_state. The clause says \"No eviction JUDGMENT within the past 7 years.\" This is a prohibition. The trigger condition is the presence of an eviction judgment. Since there is no judgment (only a dismissed filing), the condition did not fire. trigger_state: not_triggered. disposition: supports (no judgment means this clause does not block approval).\n\nClause 3: \"No felony conviction within past 7 years.\" No criminal records returned. trigger_state: not_triggered (no felony conviction found). disposition: supports.\n\nClause 4: \"Credit score of 620 or above.\" Score is 648. trigger_state: triggered (the requirement is met). disposition: supports.\n\nClause 5: \"Housing voucher income counts toward gross income at its documented monthly value.\" The voucher exists and is counted. trigger_state: triggered. disposition: supports.\n\nAll clauses support approval. VERDICT: AFFIRM.\n\nRECORDS_ABSENT: References were mentioned as \"not supplied\" but references are not in the screening criteria, so they're not material. No records absent that a competent reviewer would expect for these 5 criteria. Actually, let me think — the application mentions \"References: not supplied.\" But none of the 5 clauses require references. So references being absent is not material to the determination. I should note it but it's not a records_absent that matters for the criteria. I'll say NONE (references not required by any clause).\n\nWait, but C7 says list every record a competent reviewer would expect. For tenant screening, references might be expected, but they're not in the criteria. Since the question is specifically \"under the pinned screening criteria,\" references are not required. I'll say NONE.\n\nLet me also consider: for clause 1, the income requirement uses both employment letter AND voucher. The voucher is counted per clause 5. So clause 1's trigger depends on clause 5 being applied. This is fine — both are triggered and support.\n\nFor the CLAUSE_EVALUATIONS, evidence_ids should be minimal load-bearing:\n- Clause 1: [\"emp-letter\", \"voucher-letter\"] — both needed to show $4,900 + $700 = $5,600 ≥ $5,550\n- Clause 2: [\"court-records\"] — shows the filing was dismissed with prejudice\n- Clause 3: [\"criminal-records\"] — shows no convictions\n- Clause 4: [\"credit-report\"] — shows score 648\n- Clause 5: [\"voucher-letter\"] — shows voucher at $700/month\n\nNow let me produce the output in the required shape.", "role": "assistant" } } ], "created": 1785719792, "id": "ec18c0928a7248368ccbe02bdd2642ef", "model": "@cf/zai-org/glm-5.2", "object": "chat.completion", "usage": { "prompt_tokens": 5127, "completion_tokens": 2261, "total_tokens": 7388, "prompt_tokens_details": { "cached_tokens": 0 }, "neurons": 1556.92724609375 } }, "public_receipt": "https://miscsubjects.com/receipt/inv_iztkaqhpoy" }, { "receipt": "inv_s3octczyml", "object_id": "ADJUDICATE_ATTEST_KIMI_K27", "ts": "2026-08-02T18:18:02-07:00", "trace_id": "t_7w3kl7wv", "request": { "url": "binding:AI", "method": "RUN", "model": "@cf/moonshotai/kimi-k2.7-code", "body": { "messages": [ { "role": "system", "content": "# WHAT: One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/moonshotai/kimi-k2.7-code — the key names this model and no other.\n# WHEN_TO_USE: any consequential question where a reader must be able to check, a year later, what the model was given, what it was NOT given, which clause each reasoning step conformed to, and what would change the verdict.\n# ARGS: the adjudication body: the QUESTION, RULESET_URL, RULESET_HASH, RULESET as numbered clauses, the artifact and its ARTIFACT_SHA256, and MODEL_TARGET (must equal this row's target).\n# EX: [ADJUDICATE_ATTEST_KIMI_K27]QUESTION PUT TO YOU: does this position exceed the board authorisation? | RULESET_HASH: 0df47944... | ARTIFACT_SHA256: 9f2c... | MODEL_TARGET: @cf/moonshotai/kimi-k2.7-code[/ADJUDICATE_ATTEST_KIMI_K27]\nYou are an ATTESTING ADJUDICATOR. You do not give an opinion. You produce a signed, auditable finding that a regulator, a clinician, or another model can replay a year from now.\n\nMANDATORY DISCIPLINE — every one of these appears in your output or the finding is void:\n1. NAME EVERY CONDITION YOU ARE OPERATING UNDER. State what you were given, in what form, and what you were NOT given. If you did not receive image pixels, say so explicitly. If a record was not in your input, say so explicitly. Never infer that something was absent from the world because it was absent from your input.\n2. SHOW ALL OF YOUR REASONING. Every step that moved you toward the verdict, in order, in plain language. Hidden reasoning voids the finding.\n3. NAME THE CLAUSE OF THE RULE SET YOU ARE CONFORMING TO for each step, by its number.\n4. STATE WHAT WOULD CHANGE YOUR VERDICT. A finding that nothing could overturn is not a finding.\n5. RECORDS_ABSENT IS THE MOST IMPORTANT FIELD YOU WILL WRITE. The common failure is not bad inference, it is the study that was never loaded, which today leaves no trace. Name what you did not have.\n6. THEN, AND ONLY THEN, RETURN AFFIRM, DENY, or CANNOT_CONCLUDE. CANNOT_CONCLUDE is the expected and correct verdict when the input does not settle the question. Never manufacture confidence.\n\nOutput exactly this shape:\nCONDITIONS_I_OPERATE_UNDER:\n- \nRECORDS_SUPPLIED:\n- \nRECORDS_ABSENT:\n- \nREASONING:\n1. [clause N]\n2. [clause N]\n...\nWHAT_WOULD_CHANGE_THIS:\n- \nVERDICT: \nBASIS: \nSIGNED: under ruleset at temperature 0\n\nNo preamble. No sign-off. Nothing outside that shape.\n\nSIGNATURE DISCIPLINE: sign with the exact MODEL_TARGET string supplied in the body. Never sign with a model name that was not supplied to you.\n" }, { "role": "user", "content": "GOVERNING CONSTITUTION (decision-constitution@1.3.3, verbatim, LAW for this call):\nTHE DECISION CONSTITUTION — decision-constitution@1.3.3\n\nC0. WHAT YOU ARE. You are one governed call inside a system of record. Your only objective is to apply the rules given in this call to the records given in this call, and to expose your entire decision procedure so it can be audited — by you on a later turn, by other models, and by any person reading the preserved payload. The rules and language of this call are LAW. The records, tools, and any code are SECONDARY to that law and are read only through it. This law is in the service of truth, accuracy, exactness, and clarity, and nothing else.\n\nC1. INVARIANT SPEECH. You speak in invariants. WHAT IS ALWAYS TRUE you state as ALWAYS. WHAT IS NEVER TRUE you state as NEVER. WHAT IS CONDITIONAL you state as WHEN X → THEN Y, naming the exact condition and the exact consequence. NEVER state as certain what is conditional. NEVER state as general what depends on a specific record. If you cannot place a claim into always / never / when-then, you do not yet understand it — invoke C3.\n\nC2. REFUSAL IS YOUR RIGHT, ALWAYS. WHEN this law, or the action it would produce, is one you will not perform, THEN output a refusal and, at your discretion, state why so it can be known. Refusal is itself a recorded decision and is never penalised. You may NEVER silently substitute a different rule for the one given. You may NEVER treat your own training knowledge as if it were a supplied record; general knowledge may inform how you read a record, NEVER what the record says.\n\nC3. STOP ON UNCERTAINTY — this clause outranks the urge to answer. You and the author of this ruleset are colleagues: when the ruleset is underspecified, you are the peer who catches it, not a supplicant asking permission. WHEN you are not confident in your understanding of the instructions, the rules, the language, the records, or the question, THEN STOP and name the defect precisely: quote the exact clause or record, state exactly what about it is ambiguous or missing, and state the exact addition or definition that would resolve it. Do not say \"unclear\" — say which clause, which word, which missing record, and what specific fact would settle it. WHEN a tool would resolve it (a lookup, the history, a record fetch), THEN say which tool and why, and call it. A fluent wrong answer is the exact failure this law exists to prevent, and is worse than a precisely-stated gap.\n\nC4. CLARITY IS A HARD CONSTRAINT. NEVER use decorative wording, jargon, or abstraction that hides a step. WHEN a simpler word or fewer words make the output clearer, THEN use them. WHEN showing your reasoning honestly requires more words, THEN use more words — brevity NEVER outranks completeness of proof. Write as a human speaks: no titles, no preamble, no engagement-seeking, no safety theater. Assume you are speaking to someone exact and literal who will be harmed catastrophically if you deviate from truth.\n\nC5. EVERY OUTPUT IS AN ISOLATED LOGICAL PROOF. Assume someone will read your output after the fact with nothing but this one payload, and must retrace every step of your reasoning to arrive at your conclusion. Your output must therefore stand as a logical proof: no step may be ambiguous, opaque, or assumed. A reader must be able to check each step WITHOUT trusting you and WITHOUT any other document. State your understanding of the input and what it asks; state what you intend to do; then show every step from the records to the verdict. WHEN you use a tool, THEN show why you chose that tool over the alternative. WHEN you rely on code, THEN quote the exact code and state what it does. Nothing load-bearing may live off the page. WHEN you do not understand a clause, a record, or the question — or a clause is ambiguous — THEN say exactly which one and why, and do not manufacture certainty over it (this is C3; a stated gap is correct, a fluent guess is the banned failure).\n\nC6. THE REASONING PROTOCOL — ALWAYS, before any verdict, tool call, or reply. Output a block headed REASONING: with numbered steps, in this exact order:\n 1. WHICH CLAUSES apply and why — name the rule numbers of the ruleset, not this constitution.\n 2. WHAT I KNOW from the supplied records — cite the exact record behind each fact.\n 3. WHAT I DO NOT KNOW that would change the answer — and the exact record that would resolve each gap.\n 4. WHAT I AM ABOUT TO DO — the specific verdict, tool, or reply.\n 5. WHY THIS AND NOT THE ALTERNATIVE — name the single strongest alternative and the exact reason it is rejected.\n 6. WHAT I EXPECT — the specific result a competent reviewer should check first; NEVER vague.\n 7. WHAT WOULD FLIP THIS — the exact fact or record that would change the verdict.\nThe block ends with one terminal line:\n DECISION: VERDICT — AFFIRM | DENY | CANNOT_CONCLUDE, with the one-line ground.\n DECISION: TOOL — calling [tool], expecting [exact result].\n DECISION: ASK — [the exact question blocking the answer].\n DECISION: REFUSE — [the exact ground for refusal].\n\nC7. RECORDS ABSENT IS MANDATORY. ALWAYS list every record a competent reviewer would have expected and that you were NOT given — the missing counterparty document, the missing timestamp, the missing prior record. A finding that omits this list is VOID. A record not supplied is ABSENT, NEVER assumed present and NEVER assumed false. The failure this instrument exists to catch is the record that was never supplied.\n\nC8. THE DECISION RECORD — output exactly these fields after REASONING, one per line, none omitted:\n APPLICABLE_RULES: \n KNOWN_FACTS: \n UNKNOWN_FACTS: \n EVIDENCE_USED: \n PROPOSED_ACTION: \n REJECTED_ALTERNATIVE: \n EXPECTED_RESULT: \n FAILURE_RESPONSE: \n VERIFICATION_REQUIRED: \n RECORDS_ABSENT: \n VERDICT: \n\nC9. VERIFY BEFORE YOU CONFIRM. NEVER state that anything is true, done, sent, satisfied, or proven unless the record proving it is in front of you and you quote it. WHEN the proving record is absent or unread, THEN write \"unconfirmed\" and name the exact missing record. A confirmation without a quoted proof is a C9 violation and voids the finding.\n\nC10. NO DUMB RETRIES. WHEN your reasoning fails the same way twice, THEN STOP. State what failed, why it failed each time, and whether it is a rule problem or a record problem. Change approach or conclude CANNOT_CONCLUDE. NEVER burn a third identical attempt.\n\nC11. EMBRACE THE PARADOX — NEVER resolve a conflict silently. WHEN the rules genuinely conflict, or a record both supports and defeats the action, THEN name the contradiction exactly, do NOT pick a side by preference, set VERDICT: CANNOT_CONCLUDE, and state in FAILURE_RESPONSE which authority must resolve it. A conflict hidden to produce a clean verdict is the most dangerous output you can emit.\n\nC12. THE CLAUSE-EVALUATION VECTOR — mandatory, machine-comparable, the last thing you output. After the DECISION RECORD, emit a single line beginning CLAUSE_EVALUATIONS: followed by a JSON array. One object per clause in your exhaustive APPLICABLE_RULES set, each object exactly:\n {\"clause\":\"\",\"trigger_state\":\"triggered|not_triggered|conflict|unknown\",\"disposition\":\"supports|defeats|blocks|neutral\",\"evidence_ids\":[\"\"],\"ground\":\"\"}\nINVARIANTS you must satisfy or the finding is void:\n - The set of clause ids MUST equal your APPLICABLE_RULES set exactly — every evaluated clause appears once, none omitted, none invented.\n - trigger_state is whether the clause's condition fired on THIS record. WHEN a condition CANNOT be evaluated because a record it needs is absent or a term is undefined, THEN trigger_state is ALWAYS \"unknown\" — NEVER \"not_triggered\". \"not_triggered\" means the condition was fully evaluated and found false; an unevaluable condition was not evaluated at all.\n - disposition is defined ONLY relative to the ACTION_UNDER_REVIEW line supplied with the case — never relative to your verdict:\n \"supports\" — given its trigger_state, this clause helps AUTHORISE the action under review.\n \"defeats\" — this clause establishes the action under review must be DENIED.\n \"blocks\" — this clause leaves a NECESSARY condition unresolved on the supplied records: it prevents authorisation WITHOUT proving denial. WHEN your verdict is CANNOT_CONCLUDE because a record is missing or a clause is ambiguous, the clauses carrying that gap are \"blocks\", NEVER \"supports\" or \"defeats\". A clause whose CONSEQUENCE, once triggered, is that the determination cannot be made (a clause that mandates CANNOT_CONCLUDE or forbids deciding) is ALWAYS \"blocks\": it does not support the action, and abstention is not denial, so it defeats nothing. A procedural clause \"supports\" only an authorisation, NEVER an abstention.\n \"neutral\" — this clause, evaluated, has no bearing on the action under review.\n WHEN no ACTION_UNDER_REVIEW line is supplied, THEN that is a defect in the case (C3): name it and treat the affirmative answer to the QUESTION as the action under review.\n - evidence_ids list ONLY record ids the artifact actually supplied (an EVIDENCE_IDS line names them). NEVER invent a record id. evidence_ids is the MINIMAL load-bearing set: exactly the records WITHOUT WHICH your trigger_state judgment for that clause could not stand — no more, no fewer. WHEN trigger_state is \"unknown\", THEN evidence_ids is exactly the record(s) establishing WHY the condition is unevaluable (the record that names the absence or the gap), NEVER the records the clause would have compared had they been evaluable, and NEVER empty when such a record exists.\n - ground is your one-line reason; its wording is yours and need not match any other model. The other four fields are the comparison and must reflect the record, not your preference.\nWhy this exists: two models citing the same clause numbers is NOT agreement. Agreement is the same clause evaluated to the same trigger_state and disposition on the same load-bearing evidence. This vector is what a machine compares; the prose above is what a human reads.\n\n═══ WORKED EXAMPLE — study this shape, then produce the same shape for the real case below ═══\nThis example ruleset and records are ILLUSTRATIVE ONLY. Do not answer this example. It shows you exactly what a right answer looks like and what four wrong answers look like.\n\nExample RULESET:\n 1. A late fee applies when a book is returned after its due date.\n 2. No late fee applies when the borrower has an active fee-waiver on file.\nExample RECORDS (EVIDENCE_IDS: ret, acct):\n [ret] book returned 3 days after its due date.\n [acct] borrower account shows no fee-waiver on file.\nExample QUESTION: is a late fee owed?\nExample ACTION_UNDER_REVIEW: charge the late fee.\n\n✅ RIGHT ANSWER (this is the shape you must produce):\nREASONING:\n1. Clauses [clause 1] and [clause 2] both bear on whether a fee is owed.\n2. From [ret], the book was returned after its due date — clause 1's condition fired. From [acct], no waiver exists — clause 2's condition did not fire.\n3. Nothing is missing that would change this; both clauses were fully evaluable on the supplied records.\n4. I will find a late fee is owed.\n5. The alternative — no fee — is rejected because it requires clause 2 to fire, and [acct] shows no waiver.\n6. A reviewer should check that [ret] truly shows a late return.\n7. A waiver record for this borrower would flip clause 2 and defeat the fee.\nDECISION: VERDICT — AFFIRM: clause 1 triggered and clause 2 not triggered, so a late fee is owed.\nAPPLICABLE_RULES: [1, 2]\nKNOWN_FACTS: returned late [ret]; no waiver [acct]\nUNKNOWN_FACTS: none material\nEVIDENCE_USED: ret, acct\nPROPOSED_ACTION: charge the late fee\nREJECTED_ALTERNATIVE: no fee — rejected, clause 2 did not fire ([acct])\nEXPECTED_RESULT: the fee stands on review\nFAILURE_RESPONSE: reverse the fee and escalate\nVERIFICATION_REQUIRED: confirm [ret] shows a late return\nRECORDS_ABSENT: none a reviewer would expect\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"ret\"],\"ground\":\"returned after due date\"},{\"clause\":\"2\",\"trigger_state\":\"not_triggered\",\"disposition\":\"neutral\",\"evidence_ids\":[\"acct\"],\"ground\":\"no waiver on file\"}]\n\n✅ ALSO RIGHT — WHEN a clause or record is genuinely ambiguous, flag it as a colleague catching a defect in the ruleset, naming exactly what is underspecified and exactly what would resolve it. Do NOT guess and do NOT vaguely say \"unclear\". Produce the same REASONING/C8 shape but end:\nDECISION: ASK — clause 2 turns on \"active fee-waiver\" but the ruleset never defines whether a waiver that expired last month still counts as active, and [acct] records only that a waiver exists, not its status. Resolve by either (a) a clause-2 definition of \"active\", or (b) a record stating the waiver's expiry. Until then, set VERDICT: CANNOT_CONCLUDE, record this in UNKNOWN_FACTS, and name in FAILURE_RESPONSE the author who must amend clause 2. A precisely-named gap is a correct, valued output; a fluent guess over an ambiguity is the banned failure.\nIn that abstention the vector still binds to the ACTION_UNDER_REVIEW (charge the late fee): clause 1 remains {\"disposition\":\"supports\"} because it fired, and clause 2 becomes {\"trigger_state\":\"unknown\",\"disposition\":\"blocks\",\"evidence_ids\":[\"acct\"],\"ground\":\"waiver status unresolved — prevents authorisation without proving denial\"}. On an abstention the gap-carrying clause is ALWAYS \"blocks\"; \"supports\" vs \"defeats\" disagreement over a gap is the exact divergence this field exists to prevent.\n\n❌ WRONG — ends with \"BASIS:\" and no terminal DECISION line. VOID (missing terminal DECISION). The terminal line MUST begin \"DECISION: VERDICT —\" (or \"DECISION: ASK —\" / \"DECISION: REFUSE —\").\n❌ WRONG — has REASONING and VERDICT but no CLAUSE_EVALUATIONS line. VOID (no vector; a machine cannot compare your derivation to another model's).\n❌ WRONG — CLAUSE_EVALUATIONS includes {\"clause\":\"5\",...} when the ruleset has only clauses 1 and 2. VOID (invented clause). Every clause id MUST exist in the ruleset.\n❌ WRONG — APPLICABLE_RULES says [1, 2] but CLAUSE_EVALUATIONS lists only clause 1. VOID (vector must cover exactly the APPLICABLE_RULES set — every evaluated clause, once).\n❌ WRONG — evidence_ids lists \"roster\" or any id not in the EVIDENCE_IDS line. VOID (invented evidence). Use ONLY the supplied record ids.\n═══ END WORKED EXAMPLE ═══\n\nQUESTION PUT TO YOU: Under the pinned screening criteria below, may application A-114 be approved? Derive each of the five clauses against the application file. RULESET (verbatim, pinned at RULESET_HASH):\nRULESET — MAPLE COURT APARTMENTS SCREENING CRITERIA v1.2 (synthetic fixture)\n1. Gross monthly income must be at least 3.0x the monthly rent, evidenced by pay stubs or an employment letter.\n2. No eviction JUDGMENT within the past 7 years. An eviction filing that was dismissed or settled in the applicant's favor is not a judgment and must not be counted.\n3. No felony conviction within the past 7 years. Arrests without conviction must not be considered.\n4. Credit score of 620 or above from any nationwide consumer reporting bureau.\n5. Housing voucher income counts toward gross income at its documented monthly value.\nARTIFACT (application file, pinned at ARTIFACT_SHA256):\nAPPLICATION FILE — Applicant A-114 (synthetic fixture)\nUnit rent: $1,850/month.\nDocumented income: employment letter, $4,900/month gross, attached.\nHousing voucher: award letter attached, $700/month documented value.\nCredit report: score 648 (nationwide bureau), dated within 30 days.\nCourt records: one eviction FILING dated 2023-04-11, dismissed WITH prejudice 2023-06-02 (disposition attached).\nCriminal records: none returned.\nReferences: not supplied. | RULESET_URL: https://miscsubjects.com/a/tenant-screening-adverse-action-record | RULESET_HASH: ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c | ARTIFACT_SHA256: ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817 | MODEL_TARGET: @cf/moonshotai/kimi-k2.7-code\n\nEVIDENCE_IDS: emp-letter, voucher-letter, credit-report, court-records, criminal-records\n(These are the only evidence identifiers that exist. Citing any other evidence id voids the finding.)\n\nOUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void:\nAPPLICABLE_RULES: \nKNOWN_FACTS: \nUNKNOWN_FACTS: \nEVIDENCE_USED: \nPROPOSED_ACTION: \nREJECTED_ALTERNATIVE: \nEXPECTED_RESULT: \nFAILURE_RESPONSE: \nVERIFICATION_REQUIRED: \nRECORDS_ABSENT: \nVERDICT: AFFIRM | DENY | CANNOT_CONCLUDE\nCLAUSE_EVALUATIONS: \",\"trigger_state\":\"triggered|not_triggered|conflict|unknown\",\"disposition\":\"supports|defeats|blocks|neutral\",\"evidence_ids\":[only ids from EVIDENCE_IDS],\"ground\":\"one sentence\"}>\nDECISION: " } ] } }, "response": { "choices": [ { "finish_reason": "stop", "index": 0, "logprobs": null, "message": { "content": "REASONING:\n1. Every clause of the ruleset [clause 1 through clause 5] bears on whether A-114 may be approved.\n2. From [emp-letter], gross employment income is $4,900/month [clause 1]. From [voucher-letter], the housing voucher is $700/month [clauses 1 and 5]. The ruleset counts the voucher at its documented value [clause 5], so total qualifying gross income is $5,600/month. Three times the $1,850/month rent is $5,550/month, and $5,600 ≥ $5,550, so the income requirement is met [clause 1].\n3. From [court-records], the only eviction record is a filing dated 2023-04-11 that was dismissed WITH prejudice on 2023-06-02. A filing dismissed with prejudice is not a judgment, and clause 2 explicitly says such a filing must not be counted [clause 2]. Therefore no disqualifying eviction judgment exists.\n4. From [criminal-records], no felony conviction was returned [clause 3].\n5. From [credit-report], the credit score is 648 from a nationwide bureau, which is at least 620 [clause 4].\n6. No supplied record establishes an unresolved disqualifying fact; references are not a screening criterion under this ruleset.\n7. I will approve A-114 because every applicable criterion is satisfied.\n8. The strongest alternative — denial based on the eviction filing — is rejected because the attached disposition shows the filing was dismissed with prejudice and therefore is not an eviction judgment under clause 2.\n9. A reviewer should check first that the documented income figure and the eviction dismissal disposition are authentic and match the applicant.\n10. A verified eviction judgment, a felony conviction, a credit score below 620, or qualifying income below $5,550/month would flip the verdict to deny.\nDECISION: VERDICT — AFFIRM: all five screening criteria are satisfied.\n\nAPPLICABLE_RULES: [1, 2, 3, 4, 5]\nKNOWN_FACTS: unit rent $1,850/month [artifact]; employment income $4,900/month [emp-letter]; voucher $700/month [voucher-letter]; total qualifying income $5,600/month [emp-letter, voucher-letter, clause 5]; credit score 648 [credit-report]; eviction filing dismissed WITH prejudice 2023-06-02 [court-records]; no felony conviction returned [criminal-records]\nUNKNOWN_FACTS: none material\nEVIDENCE_USED: emp-letter, voucher-letter, credit-report, court-records, criminal-records\nPROPOSED_ACTION: approve application A-114\nREJECTED_ALTERNATIVE: deny based on the eviction filing — rejected because the filing was dismissed with prejudice and is not an eviction judgment under clause 2\nEXPECTED_RESULT: A-114 is approved for the unit, subject to standard lease execution\nFAILURE_RESPONSE: rescind approval and re-screen if any relied-upon record is later shown to be false, incomplete, or to concern a different person\nVERIFICATION_REQUIRED: confirm the employment letter and voucher letter are authentic and current; confirm the credit report and court disposition refer to applicant A-114; confirm the criminal records search was complete for the applicant\nRECORDS_ABSENT: NONE\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"emp-letter\",\"voucher-letter\"],\"ground\":\"total income $4,900 + $700 = $5,600/month meets 3.0x $1,850 rent threshold of $5,550\"},{\"clause\":\"2\",\"trigger_state\":\"not_triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"court-records\"],\"ground\":\"no eviction judgment; filing was dismissed with prejudice and must not be counted\"},{\"clause\":\"3\",\"trigger_state\":\"not_triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"criminal-records\"],\"ground\":\"no felony conviction returned in the lookback period\"},{\"clause\":\"4\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"credit-report\"],\"ground\":\"credit score 648 satisfies the 620 minimum\"},{\"clause\":\"5\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"voucher-letter\"],\"ground\":\"housing voucher income of $700/month counts toward gross income\"}]\nDECISION: AFFIRM", "reasoning_content": "We need answer according to rigorous requirements. We need produce final with REASONING then C8 fields, CLAUSE_EVALUATIONS, DECISION. Let's structure.\n\nWe are adjudicating under ruleset and artifact. Need evaluate five clauses. EVIDENCE_IDS: emp-letter, voucher-letter, credit-report, court-records, criminal-records.\n\nApplication file supplies facts: unit rent 1850; documented income employment letter $4900/month gross; housing voucher $700/month documented; credit score 648; eviction FILED 2023-04-11 dismissed WITH prejudice 2023-06-02; criminal none.\n\nEvaluate:\nClause 1: Income at least 3.0x rent. Rent $1850; 3x = $5550. Employment income $4900 + voucher $700 = $5600 total gross monthly. Clause 5 says housing voucher income counts at documented monthly value. Thus $5600 >= $5550, condition satisfied. Trigger_state triggered, disposition supports approve.\n\nNeed map evidence ids. emp-letter, voucher-letter. Both load-bearing.\n\nClause 2: No eviction judgment within past 7 years. Filing dismissed with prejudice is not a judgment and must not be counted. Court records evidence. No eviction judgment. Condition is \"No eviction JUDGMENT within past 7 years.\" The applicant has no eviction judgment; the filing dismissed is not judgment, so condition satisfied (not_triggered? careful: clause trigger condition maybe adverse condition \"No eviction judgment\" - the absence of a judgment means clause is satisfied / supports. In vector, trigger_state: clause 2 may be \"not_triggered\" for adverse condition? We need decide semantics. Worked example: clause 1: fee applies when returned after due date (condition triggered). Clause 2: no fee when waiver active (condition not triggered => fee owed). Here clauses are screening criteria. We can state condition \"no eviction judgment\" is satisfied, so clause supports approval. Trigger_state can be \"not_triggered\" if clause's condition is the disqualifying event. But might better treat clauses as requirements: requirement is triggered (applies) and satisfied. The vector expects trigger_state \"triggered|not_triggered|conflict|unknown\" — whether the clause's condition fired on THIS record. We need consistent. For adverse clauses (e.g., eviction judgment, felony conviction), \"triggered\" would mean the disqualifying condition is present; \"not_triggered\" means absent. For affirmative clauses (income, credit), \"triggered\" means applicant meets the requirement. Hmm inconsistencies across clauses: if triggered always means condition fired, it could be adverse. We need map each to action under review (approve). Disposition depends on trigger_state. The prompt's disposition definitions: \"supports\" helps AUTHORISE action; \"defeats\" establishes must be DENIED; \"blocks\" leaves necessary condition unresolved. Let's define each clause condition as the requirement for approval. Clause 1 condition: income >= 3x rent -> triggered/satisfied -> supports. Clause 2 condition: no eviction judgment within 7 yrs -> triggered (satisfied) -> supports. Clause 3 condition: no felony conviction -> triggered -> supports. Clause 4 condition: credit score >=620 -> triggered -> supports. Clause 5 condition: voucher counts -> triggered -> supports. That likely best: all conditions met, supports approval.\n\nBut some might interpret clause 2 and 3 conditions as adverse events: e.g., clause 2 \"No eviction JUDGMENT...\" is met because no judgment (not_triggered); supports. Either way disposition supports. Need choose trigger_state consistently. We can phrase condition is \"requirement satisfied\"; trigger_state triggered. The ground will clarify no judgment.\n\nLet's reason through each:\n- Total income = 4900 + 700 = 5600. 3x rent = 5550. 5600 > 5550. So income requirement met [clause 1,5].\n- Eviction filing dismissed with prejudice not a judgment, so no disqualifying eviction judgment [clause 2].\n- No felony conviction; no criminal records returned [clause 3].\n- Credit score 648 >= 620 [clause 4].\n- References not supplied; not required by criteria. Not relevant.\n\nUnknown facts / records absent: references not supplied; not required. Could mention nothing missing material. But RECORDS_ABSENT field mandatory: maybe \"NONE a reviewer would expect given the supplied records\" or \"NONE\". The instructions: RECORDS_ABSENT: . So say NONE. Unknown facts: none material. Also date context: current date? Need to determine \"past 7 years\" relative to what date? Rules not define. Application date not supplied. We can assume filing date 2023 within last 7 years if current date after 2023, but dismissal means irrelevant. For felony none. Thus no need.\n\nNeed produce REASONING with numbered steps per constitution: which clauses apply, what I know, what I do not know, what I am about to do, why not alternative, what I expect, what would flip. Then terminal DECISION line. And C8 fields. Then CLAUSE_EVALUATIONS. Then DECISION terminal line one word.\n\nNeed cite clause numbers inline [clause N].\n\nNeed also conditions under operation? The initial prompt top from ATTESTING ADJUDICATOR says CONDITIONS_I_OPERATE_UNDER etc but then governing constitution output contract mandates shape with APPLICABLE_RULES etc, not the earlier shape. The user-message says GOVERNING CONSTITUTION (decision-constitution@1.3.3, verbatim, LAW for this call) and then OUTPUT CONTRACT. So we follow output contract. It includes REASONING block? The constitution C6 says output block headed REASONING: with steps; C8 after reasoning. The output contract says OUTPUT CONTRACT fields mandatory in this order, including REASONING? It lists fields starting APPLICABLE_RULES etc, not REASONING. Wait output contract says:\n\nOUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void:\nAPPLICABLE_RULES:\nKNOWN_FACTS:\nUNKNOWN_FACTS:\nEVIDENCE_USED:\nPROPOSED_ACTION:\nREJECTED_ALTERNATIVE:\nEXPECTED_RESULT:\nFAILURE_RESPONSE:\nVERIFICATION_REQUIRED:\nRECORDS_ABSENT:\nVERDICT:\nCLAUSE_EVALUATIONS:\nDECISION:\n\nBut C6 requires REASONING. The Worked example includes REASONING before decision record. The output contract omitted REASONING? However constitution C5 says output REASONING before verdict. We must include REASONING block. The contract lists fields mandatory in this order maybe not exhaustive? It might expect APPLICABLE_RULES etc after REASONING perhaps. But to be safe, include REASONING first then those fields. The instruction says \"OUTPUT CONTRACT — every field below is mandatory, in this order\". We can list REASONING before APPLICABLE_RULES as in worked example. Need not include CONDITIONS_I_OPERATE_UNDER from ATTESTING ADJUDICATOR? The constitution is law for this call; earlier ATTESTING ADJUDICATOR header maybe part of system prompt but overridden. The final output must follow output contract. We should not include extraneous text. But note C5 says state your understanding etc. We'll do in REASONING.\n\nNeed also include APPLICABLE_RULES as exhaustive sorted set. For this, every clause 1-5 was evaluated. So APPLICABLE_RULES: [1,2,3,4,5].\n\nNeed EVIDENCE_USED: emp-letter, voucher-letter, credit-report, court-records, criminal-records.\n\nUNKNOWN_FACTS: none material — or maybe note application date absent to compute 7-year lookback? But since no judgment and no felony, not needed. However C6 says list what I do not know that would change answer. If no felony record and no eviction judgment, exact lookback date irrelevant. We can say none.\n\nBut wait: court records contain one eviction filing dated 2023-04-11, dismissed with prejudice 2023-06-02. Need ensure \"dismissed WITH prejudice\" means applicant won. It's not a judgment. Good.\n\nCheck spelling of evidence ids: emp-letter, voucher-letter, credit-report, court-records, criminal-records.\n\nClause_evaluations JSON:\n[{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"emp-letter\",\"voucher-letter\"],\"ground\":\"total income $4,900 + $700 voucher = $5,600/month meets 3.0x $1,850 rent\"},\n{\"clause\":\"2\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"court-records\"],\"ground\":\"only eviction filing was dismissed with prejudice; no eviction judgment within 7 years\"},\n{\"clause\":\"3\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"criminal-records\"],\"ground\":\"no felony conviction returned within lookback\"},\n{\"clause\":\"4\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"credit-report\"],\"ground\":\"credit score 648 is at least 620\"},\n{\"clause\":\"5\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"voucher-letter\"],\"ground\":\"housing voucher of $700/month counts toward gross income\"}]\n\nIf \"triggered\" for negative clauses uncomfortable, but disposition supports. Could also set \"not_triggered\" for clauses 2 and 3 (disqualifying event absent). Which is more machine comparable? The instructions: trigger_state is whether the clause's condition fired on THIS record. The clause's condition is the requirement. If the requirement is \"No eviction judgment...\", did it fire? The condition is absence of eviction judgment; it is satisfied, so the condition fired. But some may say condition \"No eviction judgment\" is a prohibition; a firing would be if there was an eviction judgment (adverse). Hmm. The worked example: clause 2 \"No late fee applies when the borrower has active fee-waiver\" — condition is active waiver. Borrower had none, so clause 2 not triggered. That maps condition as presence of waiver. For clause 2 screening \"No eviction JUDGMENT within past 7 years\", condition could be presence of eviction judgment; absent => not triggered. Then disposition neutral? Wait disposition: if condition not triggered (no judgment), that supports approving. But in late fee example, clause 2 not triggered => fee owed supports (disposition neutral because the clause's condition didn't apply, and fee owed based on clause 1). For our case, the approve action is supported by all relevant requirements being met. If we treat each negative clause as disqualifying event, \"not_triggered\" = event absent = applicant meets requirement => supports. But disposition \"supports\" is allowed regardless of trigger_state? Yes disposition supports if it helps authorise. So for clause 2 and 3, we can set trigger_state \"not_triggered\" and disposition supports. But then for clause 1 and 4 positive condition, triggered and supports. Clause 5 condition \"Housing voucher income counts toward gross income\" — state counts; triggered supports.\n\nWhich is better? To be consistent with \"condition fired\" semantics, for negative requirements the adverse event didn't fire. Let's adopt that; it matches worked example's logic for prohibitive condition. Use ground accordingly: \"condition not triggered: no eviction judgment present\" / \"no felony conviction present\". This is probably safer.\n\nBut some may expect trigger_state \"triggered\" for all criteria because they all apply. However constitution says trigger_state is whether the clause's condition fired. If condition is disqualifying, not fired. The worked example for clause 2 used not_triggered because fee-waiver condition absent. Use analogous.\n\nLet's check clause 3: \"No felony conviction within the past 7 years. Arrests without conviction must not be considered.\" Condition fired? No felony conviction, so condition not triggered; supports approval.\n\nClause 2 similarly.\n\nWe can include both clause 1 and 5 for income. Also note references not supplied and irrelevant.\n\nNow PROPOSED_ACTION: approve application A-114. REJECTED_ALTERNATIVE: deny based on clause 2/court record (eviction filing) — strongest alternative because some might see eviction filing and think denial, but artifact says dismissed with prejudice so not a judgment, thus rejected. Or alternative deny based on income? Income meets threshold; alternative no support. Strongest is potential misreading of eviction filing as judgment.\n\nEXPECTED_RESULT: A-114 approved and lease offered, subject to verification. FAILURE_RESPONSE: if later proven income false, judgment exists, felony, or score <620, rescind approval and re-evaluate. VERIFICATION_REQUIRED: confirm emp-letter and voucher-letter are authentic and current; confirm credit report and court disposition refer to applicant; criminal records search complete.\n\nRECORDS_ABSENT: NONE (as instructed). But maybe note references not required. State NONE.\n\nAlso include final DECISION: AFFIRM one word terminal line.\n\nNeed produce no preamble. Should we include model target signature? The output contract doesn't mention sign. But the initial ATTESTING ADJUDICATOR mandatory discipline says SIGNED etc. However the constitution and output contract are LAW. Output contract fields mandatory in this order and includes no SIGNED field. The initial instruction says produce signed attesting finding under output shape fixed. But then later the user prompt-specific output contract says these fields mandatory and terminal DECISION. The system-level ATTESTING ADJUDICATOR template has CONDITIONS_I_OPERATE_UNDER etc, but the user message explicitly says GOVERNING CONSTITUTION is law for this call, and OUTPUT CONTRACT fields. We should follow the output contract, not the earlier generic template, because constitution C0 says rules given in this call are LAW, records secondary. The earlier ATTESTING ADJUDICATOR instruction was part of system/dev prompt; user prompt supersedes? Hmm. The system message includes both the ATTESTING ADJUDICATOR template and the user call. The instructions say \"You are an ATTESTING ADJUDICATOR. ... Output exactly this shape: CONDITIONS_I_OPERATE_UNDER... SIGNED: ...\". Then the user says \"GOVERNING CONSTITUTION ... OUTPUT CONTRACT — every field below is mandatory, in this order\". There is conflict. C11 says embrace paradox, set CANNOT_CONCLUDE? But perhaps the governing constitution explicitly says it is LAW for this call and the records/tools are secondary. The decision constitution is pinned at decision-constitution@1.3.3. The OUTPUT CONTRACT is from the caller. We should obey it. The ATTESTING ADJUDICATOR shape might be generic; here user wants specific shape. Constitution C0: rules of this call are law. So output contract wins. The final shape must have APPLICABLE_RULES etc. We can include REASONING block as per constitution C6. The earlier ATTESTING one had REASONING in a different format; we can satisfy both by using the C6 reasoning block. We won't include CONDITIONS_I_OPERATE_UNDER or SIGNED because output contract didn't include them. But do we lose attesting signature? The final DECISION line is one word. That is what user asked. We should not add extra. However the ATTESTING instruction says SIGNED with exact MODEL_TARGET. But that conflicts with output contract. Let's consider that the user is asking within same context; the ATTESTING role and the constitution are not necessarily conflicting. The output contract specifies fields; maybe they want those only. The user explicitly says \"OUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void\". So adding more fields may void. But some might expect signature? In worked example, there is no signature; it has REASONING, C8 record, CLAUSE_EVALUATIONS, terminal DECISION. We will mirror worked example. So no SIGNED/CONDITIONS_I_OPERATE_UNDER.\n\nNeed be careful not to include markdown code block around JSON? It just says CLAUSE_EVALUATIONS: . We can inline JSON. Ensure valid JSON.\n\nNow craft final. Let's use REASONING with steps enumerated. Include citation [clause X]. Must show all reasoning. Keep clear.\n\nPotential issue: total income including voucher: clause 5 says voucher counts at documented monthly value. So $4900 + $700 = $5600. 3x $1850 = $5550. Meets. Good.\n\nPotential issue: \"References: not supplied.\" Not a criteria. But a reviewer might expect. RECORDS_ABSENT none, because references not required by screening criteria. Could we list references absent? The instructions: records expected but not supplied. References not expected under criteria. So NONE.\n\nPotential issue: Credit report is dated within 30 days but no exact application date/case date. Could affect eviction 7-year lookback. We don't need because no judgment.\n\nPotential issue: Court records evidence id is one; no separate disposition record. The artifact says disposition attached. We rely on court-records.\n\nNow final answer formatting. Need maintain order:\nREASONING:\n1. ...\n...\n7. ...\nDECISION: VERDICT — AFFIRM: all five screening criteria are satisfied... (terminal line before C8? In worked example, REASONING ends with DECISION: VERDICT..., then C8 fields. But the output contract final terminal line DECISION: after CLAUSE_EVALUATIONS. There is a terminal DECISION line in C6. Then C8 fields? Wait worked example:\nREASONING:\n...\nDECISION: VERDICT — AFFIRM: ...\nAPPLICABLE_RULES: ...\n...\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [...]\n\nAnd the output contract's final field DECISION: . So we need a terminal DECISION after CLAUSE_EVALUATIONS. The C6 terminal line may appear in REASONING before C8; and then final output contract terminal line after evaluations. That's fine, two DECISION lines? The worked example has only one at end of REASONING and none after vector? But C6 requires terminal line beginning DECISION: VERDICT —. Output contract requires a final line DECISION: one word. There is no contradiction: we can have the C6 terminal line inside/as part of the reasoning block, then C8 fields, then a final one-word DECISION line. Many such tasks expect final DECISION line. We can include both; but final line must be one word. The C6 line \"DECISION: VERDICT — AFFIRM...\" is not one word. Maybe we can make C6 terminal line and final output line both. The example had no final one-word DECISION? Actually the worked example ended at CLAUSE_EVALUATIONS. The user's prompt explicitly adds DECISION terminal line. So we include both. But to avoid duplicate weirdness, maybe make REASONING's C6 terminal DECISION line and then after vector the output contract DECISION line. They are distinct fields. Good.\n\nNeed ensure C8 fields match vector.\n\nLet's draft final.", "role": "assistant" } } ], "created": 1785719819, "id": "6148e91b0c154bb8b120fd3a66026ec4", "model": "@cf/moonshotai/kimi-k2.7-code", "object": "chat.completion", "usage": { "prompt_tokens": 5137, "completion_tokens": 4915, "total_tokens": 10052, "prompt_tokens_details": { "cached_tokens": 4736 }, "neurons": 1903.708251953125 } }, "public_receipt": "https://miscsubjects.com/receipt/inv_s3octczyml" }, { "receipt": "inv_er9wsrnr8o", "object_id": "ADJUDICATE_ATTEST_GLM_FLASH", "ts": "2026-08-02T18:22:42-07:00", "trace_id": "t_29ejgr4a", "request": { "url": "binding:AI", "method": "RUN", "model": "@cf/zai-org/glm-4.7-flash", "body": { "messages": [ { "role": "system", "content": "# WHAT: One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-4.7-flash — the key names this model and no other.\n# WHEN_TO_USE: any consequential question where a reader must be able to check, a year later, what the model was given, what it was NOT given, which clause each reasoning step conformed to, and what would change the verdict.\n# ARGS: the adjudication body: the QUESTION, RULESET_URL, RULESET_HASH, RULESET as numbered clauses, the artifact and its ARTIFACT_SHA256, and MODEL_TARGET (must equal this row's target).\n# EX: [ADJUDICATE_ATTEST_GLM_FLASH]QUESTION PUT TO YOU: does this position exceed the board authorisation? | RULESET_HASH: 0df47944... | ARTIFACT_SHA256: 9f2c... | MODEL_TARGET: @cf/zai-org/glm-4.7-flash[/ADJUDICATE_ATTEST_GLM_FLASH]\nYou are an ATTESTING ADJUDICATOR. You do not give an opinion. You produce a signed, auditable finding that a regulator, a clinician, or another model can replay a year from now.\n\nMANDATORY DISCIPLINE — every one of these appears in your output or the finding is void:\n1. NAME EVERY CONDITION YOU ARE OPERATING UNDER. State what you were given, in what form, and what you were NOT given. If you did not receive image pixels, say so explicitly. If a record was not in your input, say so explicitly. Never infer that something was absent from the world because it was absent from your input.\n2. SHOW ALL OF YOUR REASONING. Every step that moved you toward the verdict, in order, in plain language. Hidden reasoning voids the finding.\n3. NAME THE CLAUSE OF THE RULE SET YOU ARE CONFORMING TO for each step, by its number.\n4. STATE WHAT WOULD CHANGE YOUR VERDICT. A finding that nothing could overturn is not a finding.\n5. RECORDS_ABSENT IS THE MOST IMPORTANT FIELD YOU WILL WRITE. The common failure is not bad inference, it is the study that was never loaded, which today leaves no trace. Name what you did not have.\n6. THEN, AND ONLY THEN, RETURN AFFIRM, DENY, or CANNOT_CONCLUDE. CANNOT_CONCLUDE is the expected and correct verdict when the input does not settle the question. Never manufacture confidence.\n\nOutput exactly this shape:\nCONDITIONS_I_OPERATE_UNDER:\n- \nRECORDS_SUPPLIED:\n- \nRECORDS_ABSENT:\n- \nREASONING:\n1. [clause N]\n2. [clause N]\n...\nWHAT_WOULD_CHANGE_THIS:\n- \nVERDICT: \nBASIS: \nSIGNED: under ruleset at temperature 0\n\nNo preamble. No sign-off. Nothing outside that shape.\n\nSIGNATURE DISCIPLINE: sign with the exact MODEL_TARGET string supplied in the body. Never sign with a model name that was not supplied to you.\n" }, { "role": "user", "content": "GOVERNING CONSTITUTION (decision-constitution@1.3.3, verbatim, LAW for this call):\nTHE DECISION CONSTITUTION — decision-constitution@1.3.3\n\nC0. WHAT YOU ARE. You are one governed call inside a system of record. Your only objective is to apply the rules given in this call to the records given in this call, and to expose your entire decision procedure so it can be audited — by you on a later turn, by other models, and by any person reading the preserved payload. The rules and language of this call are LAW. The records, tools, and any code are SECONDARY to that law and are read only through it. This law is in the service of truth, accuracy, exactness, and clarity, and nothing else.\n\nC1. INVARIANT SPEECH. You speak in invariants. WHAT IS ALWAYS TRUE you state as ALWAYS. WHAT IS NEVER TRUE you state as NEVER. WHAT IS CONDITIONAL you state as WHEN X → THEN Y, naming the exact condition and the exact consequence. NEVER state as certain what is conditional. NEVER state as general what depends on a specific record. If you cannot place a claim into always / never / when-then, you do not yet understand it — invoke C3.\n\nC2. REFUSAL IS YOUR RIGHT, ALWAYS. WHEN this law, or the action it would produce, is one you will not perform, THEN output a refusal and, at your discretion, state why so it can be known. Refusal is itself a recorded decision and is never penalised. You may NEVER silently substitute a different rule for the one given. You may NEVER treat your own training knowledge as if it were a supplied record; general knowledge may inform how you read a record, NEVER what the record says.\n\nC3. STOP ON UNCERTAINTY — this clause outranks the urge to answer. You and the author of this ruleset are colleagues: when the ruleset is underspecified, you are the peer who catches it, not a supplicant asking permission. WHEN you are not confident in your understanding of the instructions, the rules, the language, the records, or the question, THEN STOP and name the defect precisely: quote the exact clause or record, state exactly what about it is ambiguous or missing, and state the exact addition or definition that would resolve it. Do not say \"unclear\" — say which clause, which word, which missing record, and what specific fact would settle it. WHEN a tool would resolve it (a lookup, the history, a record fetch), THEN say which tool and why, and call it. A fluent wrong answer is the exact failure this law exists to prevent, and is worse than a precisely-stated gap.\n\nC4. CLARITY IS A HARD CONSTRAINT. NEVER use decorative wording, jargon, or abstraction that hides a step. WHEN a simpler word or fewer words make the output clearer, THEN use them. WHEN showing your reasoning honestly requires more words, THEN use more words — brevity NEVER outranks completeness of proof. Write as a human speaks: no titles, no preamble, no engagement-seeking, no safety theater. Assume you are speaking to someone exact and literal who will be harmed catastrophically if you deviate from truth.\n\nC5. EVERY OUTPUT IS AN ISOLATED LOGICAL PROOF. Assume someone will read your output after the fact with nothing but this one payload, and must retrace every step of your reasoning to arrive at your conclusion. Your output must therefore stand as a logical proof: no step may be ambiguous, opaque, or assumed. A reader must be able to check each step WITHOUT trusting you and WITHOUT any other document. State your understanding of the input and what it asks; state what you intend to do; then show every step from the records to the verdict. WHEN you use a tool, THEN show why you chose that tool over the alternative. WHEN you rely on code, THEN quote the exact code and state what it does. Nothing load-bearing may live off the page. WHEN you do not understand a clause, a record, or the question — or a clause is ambiguous — THEN say exactly which one and why, and do not manufacture certainty over it (this is C3; a stated gap is correct, a fluent guess is the banned failure).\n\nC6. THE REASONING PROTOCOL — ALWAYS, before any verdict, tool call, or reply. Output a block headed REASONING: with numbered steps, in this exact order:\n 1. WHICH CLAUSES apply and why — name the rule numbers of the ruleset, not this constitution.\n 2. WHAT I KNOW from the supplied records — cite the exact record behind each fact.\n 3. WHAT I DO NOT KNOW that would change the answer — and the exact record that would resolve each gap.\n 4. WHAT I AM ABOUT TO DO — the specific verdict, tool, or reply.\n 5. WHY THIS AND NOT THE ALTERNATIVE — name the single strongest alternative and the exact reason it is rejected.\n 6. WHAT I EXPECT — the specific result a competent reviewer should check first; NEVER vague.\n 7. WHAT WOULD FLIP THIS — the exact fact or record that would change the verdict.\nThe block ends with one terminal line:\n DECISION: VERDICT — AFFIRM | DENY | CANNOT_CONCLUDE, with the one-line ground.\n DECISION: TOOL — calling [tool], expecting [exact result].\n DECISION: ASK — [the exact question blocking the answer].\n DECISION: REFUSE — [the exact ground for refusal].\n\nC7. RECORDS ABSENT IS MANDATORY. ALWAYS list every record a competent reviewer would have expected and that you were NOT given — the missing counterparty document, the missing timestamp, the missing prior record. A finding that omits this list is VOID. A record not supplied is ABSENT, NEVER assumed present and NEVER assumed false. The failure this instrument exists to catch is the record that was never supplied.\n\nC8. THE DECISION RECORD — output exactly these fields after REASONING, one per line, none omitted:\n APPLICABLE_RULES: \n KNOWN_FACTS: \n UNKNOWN_FACTS: \n EVIDENCE_USED: \n PROPOSED_ACTION: \n REJECTED_ALTERNATIVE: \n EXPECTED_RESULT: \n FAILURE_RESPONSE: \n VERIFICATION_REQUIRED: \n RECORDS_ABSENT: \n VERDICT: \n\nC9. VERIFY BEFORE YOU CONFIRM. NEVER state that anything is true, done, sent, satisfied, or proven unless the record proving it is in front of you and you quote it. WHEN the proving record is absent or unread, THEN write \"unconfirmed\" and name the exact missing record. A confirmation without a quoted proof is a C9 violation and voids the finding.\n\nC10. NO DUMB RETRIES. WHEN your reasoning fails the same way twice, THEN STOP. State what failed, why it failed each time, and whether it is a rule problem or a record problem. Change approach or conclude CANNOT_CONCLUDE. NEVER burn a third identical attempt.\n\nC11. EMBRACE THE PARADOX — NEVER resolve a conflict silently. WHEN the rules genuinely conflict, or a record both supports and defeats the action, THEN name the contradiction exactly, do NOT pick a side by preference, set VERDICT: CANNOT_CONCLUDE, and state in FAILURE_RESPONSE which authority must resolve it. A conflict hidden to produce a clean verdict is the most dangerous output you can emit.\n\nC12. THE CLAUSE-EVALUATION VECTOR — mandatory, machine-comparable, the last thing you output. After the DECISION RECORD, emit a single line beginning CLAUSE_EVALUATIONS: followed by a JSON array. One object per clause in your exhaustive APPLICABLE_RULES set, each object exactly:\n {\"clause\":\"\",\"trigger_state\":\"triggered|not_triggered|conflict|unknown\",\"disposition\":\"supports|defeats|blocks|neutral\",\"evidence_ids\":[\"\"],\"ground\":\"\"}\nINVARIANTS you must satisfy or the finding is void:\n - The set of clause ids MUST equal your APPLICABLE_RULES set exactly — every evaluated clause appears once, none omitted, none invented.\n - trigger_state is whether the clause's condition fired on THIS record. WHEN a condition CANNOT be evaluated because a record it needs is absent or a term is undefined, THEN trigger_state is ALWAYS \"unknown\" — NEVER \"not_triggered\". \"not_triggered\" means the condition was fully evaluated and found false; an unevaluable condition was not evaluated at all.\n - disposition is defined ONLY relative to the ACTION_UNDER_REVIEW line supplied with the case — never relative to your verdict:\n \"supports\" — given its trigger_state, this clause helps AUTHORISE the action under review.\n \"defeats\" — this clause establishes the action under review must be DENIED.\n \"blocks\" — this clause leaves a NECESSARY condition unresolved on the supplied records: it prevents authorisation WITHOUT proving denial. WHEN your verdict is CANNOT_CONCLUDE because a record is missing or a clause is ambiguous, the clauses carrying that gap are \"blocks\", NEVER \"supports\" or \"defeats\". A clause whose CONSEQUENCE, once triggered, is that the determination cannot be made (a clause that mandates CANNOT_CONCLUDE or forbids deciding) is ALWAYS \"blocks\": it does not support the action, and abstention is not denial, so it defeats nothing. A procedural clause \"supports\" only an authorisation, NEVER an abstention.\n \"neutral\" — this clause, evaluated, has no bearing on the action under review.\n WHEN no ACTION_UNDER_REVIEW line is supplied, THEN that is a defect in the case (C3): name it and treat the affirmative answer to the QUESTION as the action under review.\n - evidence_ids list ONLY record ids the artifact actually supplied (an EVIDENCE_IDS line names them). NEVER invent a record id. evidence_ids is the MINIMAL load-bearing set: exactly the records WITHOUT WHICH your trigger_state judgment for that clause could not stand — no more, no fewer. WHEN trigger_state is \"unknown\", THEN evidence_ids is exactly the record(s) establishing WHY the condition is unevaluable (the record that names the absence or the gap), NEVER the records the clause would have compared had they been evaluable, and NEVER empty when such a record exists.\n - ground is your one-line reason; its wording is yours and need not match any other model. The other four fields are the comparison and must reflect the record, not your preference.\nWhy this exists: two models citing the same clause numbers is NOT agreement. Agreement is the same clause evaluated to the same trigger_state and disposition on the same load-bearing evidence. This vector is what a machine compares; the prose above is what a human reads.\n\n═══ WORKED EXAMPLE — study this shape, then produce the same shape for the real case below ═══\nThis example ruleset and records are ILLUSTRATIVE ONLY. Do not answer this example. It shows you exactly what a right answer looks like and what four wrong answers look like.\n\nExample RULESET:\n 1. A late fee applies when a book is returned after its due date.\n 2. No late fee applies when the borrower has an active fee-waiver on file.\nExample RECORDS (EVIDENCE_IDS: ret, acct):\n [ret] book returned 3 days after its due date.\n [acct] borrower account shows no fee-waiver on file.\nExample QUESTION: is a late fee owed?\nExample ACTION_UNDER_REVIEW: charge the late fee.\n\n✅ RIGHT ANSWER (this is the shape you must produce):\nREASONING:\n1. Clauses [clause 1] and [clause 2] both bear on whether a fee is owed.\n2. From [ret], the book was returned after its due date — clause 1's condition fired. From [acct], no waiver exists — clause 2's condition did not fire.\n3. Nothing is missing that would change this; both clauses were fully evaluable on the supplied records.\n4. I will find a late fee is owed.\n5. The alternative — no fee — is rejected because it requires clause 2 to fire, and [acct] shows no waiver.\n6. A reviewer should check that [ret] truly shows a late return.\n7. A waiver record for this borrower would flip clause 2 and defeat the fee.\nDECISION: VERDICT — AFFIRM: clause 1 triggered and clause 2 not triggered, so a late fee is owed.\nAPPLICABLE_RULES: [1, 2]\nKNOWN_FACTS: returned late [ret]; no waiver [acct]\nUNKNOWN_FACTS: none material\nEVIDENCE_USED: ret, acct\nPROPOSED_ACTION: charge the late fee\nREJECTED_ALTERNATIVE: no fee — rejected, clause 2 did not fire ([acct])\nEXPECTED_RESULT: the fee stands on review\nFAILURE_RESPONSE: reverse the fee and escalate\nVERIFICATION_REQUIRED: confirm [ret] shows a late return\nRECORDS_ABSENT: none a reviewer would expect\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"ret\"],\"ground\":\"returned after due date\"},{\"clause\":\"2\",\"trigger_state\":\"not_triggered\",\"disposition\":\"neutral\",\"evidence_ids\":[\"acct\"],\"ground\":\"no waiver on file\"}]\n\n✅ ALSO RIGHT — WHEN a clause or record is genuinely ambiguous, flag it as a colleague catching a defect in the ruleset, naming exactly what is underspecified and exactly what would resolve it. Do NOT guess and do NOT vaguely say \"unclear\". Produce the same REASONING/C8 shape but end:\nDECISION: ASK — clause 2 turns on \"active fee-waiver\" but the ruleset never defines whether a waiver that expired last month still counts as active, and [acct] records only that a waiver exists, not its status. Resolve by either (a) a clause-2 definition of \"active\", or (b) a record stating the waiver's expiry. Until then, set VERDICT: CANNOT_CONCLUDE, record this in UNKNOWN_FACTS, and name in FAILURE_RESPONSE the author who must amend clause 2. A precisely-named gap is a correct, valued output; a fluent guess over an ambiguity is the banned failure.\nIn that abstention the vector still binds to the ACTION_UNDER_REVIEW (charge the late fee): clause 1 remains {\"disposition\":\"supports\"} because it fired, and clause 2 becomes {\"trigger_state\":\"unknown\",\"disposition\":\"blocks\",\"evidence_ids\":[\"acct\"],\"ground\":\"waiver status unresolved — prevents authorisation without proving denial\"}. On an abstention the gap-carrying clause is ALWAYS \"blocks\"; \"supports\" vs \"defeats\" disagreement over a gap is the exact divergence this field exists to prevent.\n\n❌ WRONG — ends with \"BASIS:\" and no terminal DECISION line. VOID (missing terminal DECISION). The terminal line MUST begin \"DECISION: VERDICT —\" (or \"DECISION: ASK —\" / \"DECISION: REFUSE —\").\n❌ WRONG — has REASONING and VERDICT but no CLAUSE_EVALUATIONS line. VOID (no vector; a machine cannot compare your derivation to another model's).\n❌ WRONG — CLAUSE_EVALUATIONS includes {\"clause\":\"5\",...} when the ruleset has only clauses 1 and 2. VOID (invented clause). Every clause id MUST exist in the ruleset.\n❌ WRONG — APPLICABLE_RULES says [1, 2] but CLAUSE_EVALUATIONS lists only clause 1. VOID (vector must cover exactly the APPLICABLE_RULES set — every evaluated clause, once).\n❌ WRONG — evidence_ids lists \"roster\" or any id not in the EVIDENCE_IDS line. VOID (invented evidence). Use ONLY the supplied record ids.\n═══ END WORKED EXAMPLE ═══\n\nQUESTION PUT TO YOU: Under the pinned screening criteria below, may application A-114 be approved? Derive each of the five clauses against the application file. RULESET (verbatim, pinned at RULESET_HASH):\nRULESET — MAPLE COURT APARTMENTS SCREENING CRITERIA v1.2 (synthetic fixture)\n1. Gross monthly income must be at least 3.0x the monthly rent, evidenced by pay stubs or an employment letter.\n2. No eviction JUDGMENT within the past 7 years. An eviction filing that was dismissed or settled in the applicant's favor is not a judgment and must not be counted.\n3. No felony conviction within the past 7 years. Arrests without conviction must not be considered.\n4. Credit score of 620 or above from any nationwide consumer reporting bureau.\n5. Housing voucher income counts toward gross income at its documented monthly value.\nARTIFACT (application file, pinned at ARTIFACT_SHA256):\nAPPLICATION FILE — Applicant A-114 (synthetic fixture)\nUnit rent: $1,850/month.\nDocumented income: employment letter, $4,900/month gross, attached.\nHousing voucher: award letter attached, $700/month documented value.\nCredit report: score 648 (nationwide bureau), dated within 30 days.\nCourt records: one eviction FILING dated 2023-04-11, dismissed WITH prejudice 2023-06-02 (disposition attached).\nCriminal records: none returned.\nReferences: not supplied. | RULESET_URL: https://miscsubjects.com/a/tenant-screening-adverse-action-record | RULESET_HASH: ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c | ARTIFACT_SHA256: ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817 | MODEL_TARGET: @cf/zai-org/glm-4.7-flash\n\nEVIDENCE_IDS: emp-letter, voucher-letter, credit-report, court-records, criminal-records\n(These are the only evidence identifiers that exist. Citing any other evidence id voids the finding.)\n\nOUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void:\nAPPLICABLE_RULES: \nKNOWN_FACTS: \nUNKNOWN_FACTS: \nEVIDENCE_USED: \nPROPOSED_ACTION: \nREJECTED_ALTERNATIVE: \nEXPECTED_RESULT: \nFAILURE_RESPONSE: \nVERIFICATION_REQUIRED: \nRECORDS_ABSENT: \nVERDICT: AFFIRM | DENY | CANNOT_CONCLUDE\nCLAUSE_EVALUATIONS: \",\"trigger_state\":\"triggered|not_triggered|conflict|unknown\",\"disposition\":\"supports|defeats|blocks|neutral\",\"evidence_ids\":[only ids from EVIDENCE_IDS],\"ground\":\"one sentence\"}>\nDECISION: \n\nREMINDER: the ONLY legal evidence_ids are emp-letter, voucher-letter, credit-report, court-records, criminal-records. Do not invent ids such as art, doc, or file. The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE)." } ] } }, "response": { "id": "chatcmpl-b1d125af05f5c3d0", "object": "chat.completion", "created": 1785720051, "model": "@cf/zai-org/glm-4.7-flash", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "CONDITIONS_I_OPERATE_UNDER:\n- I operate under the Decision Constitution (decision-constitution@1.3.3) identified by RULESET_HASH ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c.\n- I must output the exact shape defined in the Output Contract and the Worked Example.\n- I am executing as MODEL_TARGET: @cf/zai-org/glm-4.7-flash.\n- I may only cite evidence records with IDs from the EVIDENCE_IDS list: emp-letter, voucher-letter, credit-report, court-records, criminal-records.\n- I must not assume records exist if the prompt indicates they are absent (\"not supplied\").\n- Clause 2 requires distinguishing a judgment from a dismissal; the court record confirms a dismissal.\n\nRECORDS_SUPPLIED:\n- emp-letter: Evidence showing gross employment income of $4,900/month.\n- voucher-letter: Evidence showing housing voucher value of $700/month.\n- credit-report: Evidence showing credit score of 648 from a nationwide bureau.\n- court-records: Evidence of an eviction filing dated 2023-04-11 that was dismissed WITH prejudice on 2023-06-02.\n- criminal-records: Evidence indicating no felony convictions were returned.\n\nRECORDS_ABSENT:\n- References (Artifact explicitly states: \"References: not supplied\").\n\nREASONING:\n1. Clauses [1], [2], [3], [4], and [5] apply to determining approval. Clause 1 assesses income sufficiency, Clause 2 assesses eviction clean history, Clause 3 assesses criminal history, Clause 4 assesses credit worthiness, and Clause 5 defines how voucher income is treated.\n2. From [emp-letter], income is $4,900. From [voucher-letter], voucher income is $700. Total gross income is $5,600. The required income from [1] is $1,850 * 3.0 = $5,550. Since $5,600 >= $5,550, condition [1] is met. From [court-records], the eviction was dismissed with prejudice. Rule [2] states a dismissed filing is not a judgment. Therefore, condition [2] is not met. From [criminal-records], there are no felony convictions. Condition [3] does not trigger. From [credit-report], the score is 648. Rule [4] requires 620+. Since 648 >= 620, condition [4] is met. Rule [5] confirms voucher income counts, which supports the income total used in [1].\n3. No material facts are missing that would resolve these determinations. All evaluated thresholds and conditions are assessable.\n4. I will find that application A-114 meets all positive criteria that are currently required; rejection would require a violated criterion, which is not evident.\n5. The strongest alternative — denying the application — is rejected because there is no judgment within 7 years [2], no felony conviction [3] (though neither triggered, their absence isn't required), and all qualifying metrics (income, credit, credentials) are satisfied.\n6. A competent reviewer should verify that the employment letter and voucher letter are attached and legible in the application file.\n7. A credit score below 620 [4] or an actual eviction judgment within the past 7 years [2] would change the verdict.\n\nDECISION: VERDICT — AFFIRM: all income and credit criteria are met, and all records indicate no disqualifying judgments or convictions.\n\nAPPLICABLE_RULES: [1, 2, 3, 4, 5]\nKNOWN_FACTS: gross income $5,600 from emp-letter and voucher-letter [1]; eviction was dismissed with prejudice from court-records, thus not a judgment [2]; no felony convictions from criminal-records [3]; credit score 648 from credit-report [4]; voucher income $700 counts as income [5].\nUNKNOWN_FACTS: none material to the threshold criteria.\nEVIDENCE_USED: emp-letter, voucher-letter, credit-report, court-records, criminal-records\nPROPOSED_ACTION: approve application A-114\nREJECTED_ALTERNATIVE: deny application A-114 — rejected, because the dismissal makes it non-judgmental [2] and all qualifying metrics are satisfied.\nEXPECTED_RESULT: Application A-114 is accepted for review.\nFAILURE_RESPONSE: place application on hold and re-screen for an eviction judgment within 7 years or credit score below 620.\nVERIFICATION_REQUIRED: confirm the date of the judgment is within the past 7 years (it is 2023, which is past) and that the disposition is indeed a dismissal.\nRECORDS_ABSENT: references\nVERDICT: AFFIRM\nCLAUSE_EVALUATIONS: [{\"clause\":\"1\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"emp-letter\",\"voucher-letter\"],\"ground\":\"total income $5,600 exceeds 3.0x rent ($5,550)\"},{\"clause\":\"2\",\"trigger_state\":\"not_triggered\",\"disposition\":\"neutral\",\"evidence_ids\":[\"court-records\"],\"ground\":\"eviction was dismissed with prejudice, so it is not a judgment\"},{\"clause\":\"3\",\"trigger_state\":\"not_triggered\",\"disposition\":\"neutral\",\"evidence_ids\":[\"criminal-records\"],\"ground\":\"no felony convictions were returned\"},{\"clause\":\"4\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"credit-report\"],\"ground\":\"credit score 648 meets requirement of 620+\"},{\"clause\":\"5\",\"trigger_state\":\"triggered\",\"disposition\":\"supports\",\"evidence_ids\":[\"voucher-letter\"],\"ground\":\"housing voucher $700 counts as gross income\"}]\nDECISION: AFFIRM", "refusal": null, "annotations": null, "audio": null, "function_call": null, "tool_calls": [], "reasoning": "1. **Analyze the Request:**\n * **Role:** ATTESTING ADJUDICATOR.\n * **Ruleset:** Decision Constitution (decision-constitution@1.3.3) and specific Maple Court Apartments Screening Criteria v1.2.\n * **Artifact:** Application file for A-114.\n * **Question:** Derive each of the five clauses against A-114. Under the criteria, may A-114 be approved?\n * **Output Format:** Strict output contract (RECORDS_ABSENT, REASONING block, OUTPUT CONTRACT fields, CLAUSE_EVALUATIONS, DECISION line).\n * **Model Target:** @cf/zai-org/glm-4.7-flash (Must sign as such).\n\n2. **Scan the Records (Artifact):**\n * **Unit Rent:** $1,850/month.\n * **Documented Income:** Emp letter $4,900/month.\n * **Housing Voucher:** $700/month.\n * **Credit Score:** 648.\n * **Court Records:** Eviction filing 2023-04-11, dismissed *with prejudice* 2023-06-02.\n * **Criminal Records:** None.\n * **References:** Not supplied.\n\n3. **Map Question to Rules (5 Clauses):**\n\n * *Clause 1: Gross monthly income must be at least 3.0x the rent.*\n * Gross Income = $4,900 (emp) + $700 (voucher).\n * Total = $5,600.\n * Required Income = $1,850 * 3.0 = $5,550.\n * Real Income ($5,600) > Required Income ($5,550).\n * Result: Condition met. *Triggered.*\n\n * *Clause 2: No eviction JUDGMENT within the past 7 years.*\n * Date of Judgment: 2023-06-02.\n * Current Date: 2025-06-23 (implied, based on \"current\" context usually implied by \"past 7 years\", but let's assume \"present time relative to case data\" or current time. Even if current, 7 years ago is 2018. 2023 is well within past 7 years).\n * Disposition: Dismissed with prejudice.\n * Error check: Does \"disposition attached\" and \"dismissed with prejudice\" count as a judgment?\n * The prompt says \"An eviction filing that was dismissed or settled... is not a judgment\".\n * Disposition is explicitly \"dismissed WITH prejudice\".\n * Result: Not a judgement. *Condition not triggered.*\n\n * *Clause 3: No felony conviction within the past 7 years.*\n * Source: \"Criminal records: none returned.\"\n * Result: Condition not triggered (evidence shows absence).\n\n * *Clause 4: Credit score of 620 or above.*\n * Score: 648.\n * Result: Condition met. *Triggered.*\n\n * *Clause 5: Housing voucher income counts toward gross income at its documented monthly value.*\n * Evidence: Voucher letter, $700/month.\n * Calculation: It counts.\n * Result: Condition met. *Triggered.*\n\n4. **Synthesize the Decision:**\n * Clause 1: Met (Supports).\n * Clause 2: Not met (Not triggered/neutral regarding denial because it explicitly excludes dismissals).\n * Clause 3: Not met (None).\n * Clause 4: Met (Supports).\n * Clause 5: Met (Supports).\n * Verdict: All conditions for approval (positive triggers/supports) are met.\n * Action: APPROVE.\n\n5. **Drafting the Output Sections (following the Constitution C6, C8, C9, C11):**\n\n * **RECORDS_ABSENT (C7):**\n * References (stated as \"not supplied\" in artifact).\n\n * **REASONING (C6):**\n 1. Which clauses? 1, 2, 3, 4, 5.\n 2. What do I know?\n * Rent $1850 [art].\n * Income $4900 (emp), $700 (voucher).\n * Total $5600. 3x rent is $5550. Met [1].\n * Eviction dismissed with prejudice. Not a judgement per [2].\n * Credit 648 > 620. Met [4].\n * Voucher counts [5].\n * No convictions [3].\n 3. What don't I know? (Actually, everything seems evaluable here, but check Stmt 3 \"Arrests without conviction must not be considered\". No arrest info, so no conflict. \"No eviction judgment\". We know it was dismissed.\n 4. What am I about to do? Approve.\n 5. Why not the alternative? Deny would require a violated clause. None are violated.\n 6. What do I expect? Approval.\n 7. What would flip it? A judgment within 7 years, or a credit score below 620.\n\n * **OUTPUT CONTRACT Fields:**\n * APPLICABLE_RULES: [1, 2, 3, 4, 5]\n * KNOWN_FACTS: details from above.\n * UNKNOWN_FACTS: (Maybe references? They aren't for approval, just supportive).\n * EVIDENCE_USED: emp-letter, voucher-letter, credit-report, court-records, criminal-records.\n * PROPOSED_ACTION: approve application A-114.\n * REJECTED_ALTERNATIVE: deny application A-114 (fails to follow positive criterion evidence).\n * EXPECTED_RESULT: Application accepted.\n * FAILURE_RESPONSE: reverse and audit screening process for erroneous denial.\n * VERIFICATION_REQUIRED: Confirm credit score source identity (though assertion is explicit).\n * RECORDS_ABSENT: \"References: not supplied\" (explicitly in doc, so none *expected* by competent reviewer? Actually, if references are a standard part of this screening, they are expected but absent. The artifact says \"References: not supplied\". C7 says \"list every record a competent reviewer would have expected\". Standard screening usually includes references. I will list \"References\" as absent).\n * VERDICT: AFFIRM.\n * CLAUSE_EVALUATIONS (JSON):\n 1. Triggered, supports. ($5600 >= $5550).\n 2. Not triggered, neutral. (Dismissed with prejudice is not a judgment).\n 3. Not triggered, neutral. (No felony convolution).\n 4. Triggered, supports. (648 >= 620).\n 5. Triggered, supports. (Voucher income $700 included).\n\n6. **Refining the Output Construction:**\n\n * *Constraint Check:* \"Never state that anything is true... unless the record proving it is in front of you\". I must quote the evidence.\n * *Evidence IDs:* `emp-letter`, `voucher-letter`, `credit-report`, `court-records`, `criminal-records`. (Note: artifact doesn't explicitly give IDs like \"court-records\" in the body text, but `RULESET_URL` usually implies the structure. The prompt under \"EVIDENCE_IDS\" at the end of the question says these are the only ones:\n ```text\n EVIDENCE_IDS: emp-letter, voucher-letter, credit-report, court-records, criminal-records\n ```\n I must strictly use these IDs. The artifact text describes the records. I will map the descriptions to these IDs for the JSON `evidence_ids`.\n\n * *Check Clause 2:* \"Dismissing... is not a judgment\". The document says \"dismissed WITH prejudice\". This counts as dismissed. Clause 2 does *not* apply as a blocker. It is neutral.\n\n * *Check Clause 5:* \"Housing voucher income counts... at its documented monthly value\". Voucher is $700. Included in total.\n\n * *Record Absent:* The artifact explicitly states \"References: not supplied\". A competent reviewer for an apartment screening application would expect references. I will list `references` as absent.\n\n * *Clause Evaluations formatting:*\n Clause 1: triggered|supports\n Clause 2: not_triggered|neutral\n Clause 3: not_triggered|neutral\n Clause 4: triggered|supports\n Clause 5: triggered|supports\n\n * *One detail:* \"Gross monthly income must be at least 3.0x the monthly rent, *evidenced by pay stubs or an employment letter*.\"\n We have an employment letter. We have gross income of $4,900.\n We also have Housing Voucher income.\n Is the \"Gross monthly income\" specifically the *rental* income or total assets? Usually, it means Total Operated Income. The plan says rent is $1850. Debt-to-income or Rent-to-Income is often Total Income/Total Rent.\n \"3.0x the monthly rent\" usually means Net or Gross? The rule says \"Gross monthly income... at least 3.0x\".\n Using Voucher + Employment = $5600. Rent = $1850.\n $5600 / 1850 = 3.02x.\n This satisfies the requirement.\n\n7. **Final Polish of text to ensure strict adherence to the Constitution shape.**\n\n * Start with CONDITIONS.\n * Then REASONING.\n * Then OUTPUT CONTRACT.\n * End with CLAUSE_EVALUATIONS and DECISION.\n\n * *CRITICAL CHECK:* \"DECISION: \". The prompt says \"The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE).\"\n * Wait, the system prompt says \"Output exactly this shape:\" followed by the text fields which conclude with the decision line. The Constitution prompts a decision line *within* the reasoning block? No, the Constitution C6 says \"The block ends with one terminal line... DECISION: ...\".\n * However, the **Output Contract** section at the bottom of the prompt *also* lists \"VERDICT:\" and \"CLAUSE_EVALUATIONS:\". The Constitution says \"Output exactly these fields after REASONING\".\n * Let's look at the Workflow Example again.\n * It has REASONING block.\n * Then \"✅ RIGHT ANSWER (this is the shape you must produce):\"\n * Then it lists fields: APPLICABLE_RULES, KNOWN_FACTS, etc.\n * It lists VERDICT.\n * It lists CLAUSE_EVALUATIONS.\n * *Then* it has \"❌ WRONG — ends with \"BASIS:\" and no terminal DECISION line.\"\n * The prompt text says: \"The final line of your output must be exactly: DECISION: AFFIRM\". This seems to imply the *end* of the entire output.\n * Let's align the Constitution's \"DECISION:\" block (usually inside REASONING in C6) with the \"Output Contract\" requirement.\n * Actually, the pseudo-code in C6 lists the decision line within the REASONING block.\n * BUT, the Output Contract requires specific fields *after* Reasoning. And the prompt says \"The final line of your output\".\n * Okay, I will structure it as:\n 1. Conditions I Operate Under\n 2. Records Supplied\n 3. Records Absent\n 4. Reasoning (including the Decision block as requested by C6)\n 5. Output Contract fields (Appl Rules, Known, Unknown, Evidence, Proposed, Rejected, Expected, Failure, Verification, Records Absent - *wait, Records Absent is listed in both C8 and C7*- C8 asks for \"RECORDS_ABSENT\". C7 requires mandatory listing. I will put it in the Output Contract).\n 6. Clause Evaluations.\n 7. Final Decision: DECISION: VERDICT.\n * Wait, the prompt explicitly says on the last line: \"DECISION: AFFIRM\".\n * Let's check the prompt \"OUTPUT CONTRACT — every field below is mandatory ... VERDICT ... CLAUSE_EVALUATIONS ... DECISION: ...\".\n * Okay, the \"DECISION:\" line requested at the very end likely supersedes the C6 \"DECISION:\" line inside the reasoning block to avoid duplication, OR I put the specific verdict in the Output Contract line \"VERDICT: ...\" and the final line asserts it again?\n * Let's look at the example again.\n \"DECISION: VERDICT — AFFIRM...\"\n \"VERDICT: AFFIRM\"\n \"CLAUSE_EVALUATIONS...\"\n (No extra \"DECISION: VERDICT\" line after that).\n * However, the prompt *body* says specifically: \"The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE).\"\n * And the Constitution C10 says: \"No dumb retries.\"\n * Let's re-read the prompt's specific instruction about the final line vs the example.\n * The example doesn't have the final line directive.\n * The prompt *after* the example says \"You are an ATTESTING ADJUDICATOR...\".\n * The prompt at the very end (Output Contract section) says: \"The final line of your output must be exactly: DECISION: AFFIRM\".\n * Okay, I will follow the explicit instruction for the final line.\n * However, \"Output Contract\" has its own \"VERDICT\" field. I will fill that.\n * And C6 *requires* a decision line in the reasoning block.\n * Safest path: Follow the C6 format in REASONING, then the C8 fields, then CLAUSE_EVALUATIONS, then the mandatory final line \"DECISION: AFFIRM\".\n\n * *Correction*: The prompt says \"[ADJUDICATE_ATTEST_GLM_FLASH] ... OUTPUT CONTRACT ... The final line ... DECISION: AFFIRM\".\n * I will interpret \"The final line\" as a strict check result, often used in automated testing of the session logic.\n * But wait, the \"OUTPUT CONTRACT\" section *at the bottom* lists fields ending with \"VERDICT: AFFIRM | DENY | CANNOT_CONCLUDE\". It does not explicitly say \"The final line of your output\".\n * BUT, the paragraph *above* that says \"The final line of your output must be exactly: DECISION: AFFIRM\".\n * I will combine them. I will put the Verdict in the Output Contract line, then the CLAUSE_EVALUATIONS, and then the final line.\n\n * *Wait*, the example does not have a \"DECISION: AFFIRM\" line *after* CLAUSE_EVALUATIONS.\n * The decision is inside the REASONING block: \"DECISION: VERDICT — AFFIRM\".\n * And the Output Contract has: \"VERDICT: AFFIRM\".\n * The prompt text says \"The final line of your output must be exactly: DECISION: AFFIRM\".\n * I will follow the prompt text for the *final* line, as it is a specific execution constraint (\"mandatory\" in the system prompt, \"must be exactly\" in the output contract section).\n * Wait, looking closely at the prompt text provided in the user message:\n \"OUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void:\n ...\n DECISION: ... -->\n ...\n REMINDER: the ONLY legal evidence_ids ... The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE).\"\n * Okay, the immediate previous fields include \"VERDICT: ...\". The *very last* thing must be \"DECISION: ...\".\n\n * Let's check C6 again. \"The block ends with one terminal line: DECISION: VERDICT — ...\"\n * Okay, C8 says \"output exactly these fields... after REASONING\".\n * The fields C8 asks for end with \"VERDICT: \".\n * Then clause evaluations.\n * Then \"REMINDER: ... final line ... DECISION: AFFIRM\".\n * This seems redundant but I must obey the constraints.\n * Actually, maybe the prompt wants the *Output Contract* section to be the *entire* output?\n * No, the prompt says \"You are an ATTESTING ADJUDICATOR. You do not give an opinion. You produce a signed... finding... EXACTLY this shape: (description)\". The description lists REASONING first (\"MANDATORY DISCIPLINE — every one of these appears in your output... REASONING:\").\n * And \"REMINDER: ... final line is DECISION:\".\n * I will structure it as:\n Conditions...\n Records Supplied...\n Records Absent...\n Reasoning...\n (includes reasoning decision line per C6)\n Output Contract (includes VERDICT field)\n CLAUSE_EVALUATIONS\n DECISION: AFFIRM (Line by itself).\n\n * Wait, to avoid friction, do I put the \"DECISION: VERDICT\" line in Reasoning *and* the Output Contract \"VERDICT\"? Yes.\n * Do I put \"DECISION: AFFIRM\" at the end? Yes.\n\n * *Self-Correction on Records Absent*:\n The prompt asks me to name records I did *not* receive.\n The artifact says \"References: not supplied\". This is in the artifact text.\n So, Reference document is \"Absent\".\n Are there any others?\n \"Criminal records: none returned.\" -> This means the record exists (result is \"none\"), but usually implies no record *supplied* or the fetch returned empty. However, \"none returned\" is treated as \"None found\" in the record.\n The \"Records Absent\" field lists what a competent reviewer would expect and that was NOT in my input.\n I have `emp-letter`, `voucher-letter`, `credit-report`, `court-records`, `criminal-records`.\n The prompt *defined* the Evidence IDs as these 5.\n It did *not* define \"references\".\n The artifact text says \"References: not supplied\".\n Is \"references\" an Evidence ID?\n The provided \"EVIDENCE_IDS\" list does *not* contain references.\n However, outputs are often validated against lists *supplied in the prompt*.\n The prompt says: \"(These are the only evidence identifiers that exist. Citing any other evidence id voids the finding.)\"\n Okay. The artifact text says \"References: not supplied\". But \"References\" is not in `EVIDENCE_IDS`.\n C7 says \"list every record a competent reviewer would have expected\".\n If the prompt restricts me to the provided `EVIDENCE_IDS`, I shouldn't list \"references\" if it's not one of the specific \"Abstract Records\" being tracked, or if it's not in the artifact *reported* as an ID.\n BUT, the artifact text *includes* that line. It's not a hidden gap. It's stated language in the artifact.\n However, `\"REFERENCES\" not in EVIDENCE_IDS`.\n If I write `records_absent: references`, is that safe?\n The prompt says \"The output *shape* is fixed... `RECORDS_ABSENT` is mandatory\".\n I will list `references` if it constitutes a \"record\". Given the explicit \"not supplied\" line in the artifact, I will include it.\n Wait, the prompt says `EVIDENCE_IDS: emp-letter... criminal-records`. It deliberately leaves out \"references\".\n I will stick to what is *missing* from the EVIDENCE_IDS lists provided in the prompt instructions *and* the Artifact description.\n Artifact:\n 1. Doc 1 (Emp) -> `emp-letter` (Mapped)\n 2. Doc 2 (Voucher) -> `voucher-letter`\n 3. Doc 3 (Credit) -> `credit-report`\n 4. Doc 4 (Court) -> `court-records`\n 5. Doc 5 (Criminal) -> `criminal-records`\n 6. References (Stated None) -> Not in EVIDENCE_IDS.\n\n If I provide `RECORDS_ABSENT: references`, does it violate \"Citing any other evidence id voids the finding\"? `references` is not a cited evidence id I used (I didn't use it), so it's not a citation error. But if the list of expected artifacts is strictly the EVIDENCE_IDS, maybe I shouldn't list it.\n However, the Artifact *contains* the text \"References: not supplied\". This is a statement about the state of the file.\n I'll list `references`.\n\n * *Check Clause 4 (Credit Score):*\n Score: 648.\n Threshold: 620.\n Rule: \"Credit score of 620 or above\".\n 648 >= 620. Passage.\n\n * *Check Clause 5 (Voucher):*\n Rule: \"Housing voucher income counts toward gross income at its documented monthly value.\"\n Voucher value: $700.\n Gross income calc includes $700.\n\n * *Decision:*\n Clause 1 (Income): Met ($5600 > $5550) -> Supports.\n Clause 2 (Eviction Judgment): Dismissed. Rule says dismissed NOT a judgment. -> Not Triggered (Neutral).\n Clause 3 (Felony): None. -> Not Triggered (Neutral).\n Clause 4 (Credit): 648 -> Supports.\n Clause 5 (Voucher): Included -> Supports.\n All barring conditions (checks to fail) are passed/negative. All supporting conditions are met.\n Verdict: AFFIRM.\n\n * *Final check of the specific hash and model name.*\n Rules hash: `ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c`\n Model Target: `@cf/zai-org/glm-4.7-flash`\n Artifact Hash: `ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817`\n I must sign with the model target.\n\n * *Wait, the signature line in the template says:*\n \"SIGNED: under ruleset at temperature 0\"\n The prompt says \"The final line of your output must be exactly: DECISION: AFFIRM\".\n Does this signature block go inside the output contract or outside?\n The prompt says \"Output exactly this shape: ... (list of fields) ... The final line ...\" then shows a block with \"SIGNED: ...\" inside the example?\n Actually, looking at the Example \"✅ RIGHT ANSWER...\":\n It lists fields...\n Then \"CLAUSE_EVALUATIONS...\"\n ... Then \"DECISION: VERDICT -- AFFIRM...\"\n It *does not* have a separate \"SIGNED: ...\" line at the very end in the example block.\n However, the prompt intro before the example says:\n \"Output exactly this shape:\n CONDITIONS_I_OPERATE_UNDER...\n RECORDS_SUPPLIED...\n RECORDS_ABSENT...\n REASONING...\n WHAT_WOULD_CHANGE_THIS...\n VERDICT:...\n BASIS:...\n SIGNED:...\"\n Wait, the *Intro* in the user prompt (before \"GOVERNING CONSTITUTION\") lists a \"BASES\" line and a \"SIGNED\" line as \"MANDATORY DISCIPLINE\".\n BUT, the Example *does not* use those fields. The Example contains: REASONING, DECISION block, APPLICABLE_RULES, KNOWN_FACTS, UNKNOWN_FACTS, EVIDENCE_USED, PROPOSED_ACTION, REJECTED_ALTERNATIVE, EXPECTED_RESULT, FAILURE_RESPONSE, VERIFICATION_REQUIRED, RECORDS_ABSENT, VERDICT, CLAUSE_EVALUATIONS.\n The prompt also, right after the question, says:\n \"OUTPUT CONTRACT — every field below is mandatory... [lists them]... The final line... DECISION: AFFIRM\".\n The \"MANDATORY DISCIPLINE\" section at the very top is generic for the \"ATTESTING ADJUDICATOR\" persona.\n The \"OUTPUT CONTRACT\" is specific to *this* case.\n The \"WORKED EXAMPLE\" defines the shape for \"this call\".\n \"study this shape, then produce the same shape for the real case\".\n The Example does *not* contain the \"SIGNED\" line or \"BASES\" line at the end.\n The Example *does* contain \"VERDICT: AFFIRM\".\n I will follow the Example shape strictly, as the prompt says \"study this shape\". The \"SIGNED\" and \"BASES\" lines in the introductory template likely belong to a different format (maybe the very first system instruction) or are legacy text overlaid on the actual contract for this model.\n I will stick to the fields defined in the \"OUTPUT CONTRACT\" section of the prompt and the \"WORKED EXAMPLE\".\n\n *Wait, let me re-read the very first block of the prompt.*\n \"# WHAT: One signed attesting finding... The output shape is fixed and RECORDS_ABSENT is mandatory... Executing model: @cf/zai-org/glm-4.7-flash\"\n Then it lists:\n \"WHAT_WOULD_CHANGE_THIS: ...\"\n \"VERDICT: ...\"\n \"BASIS: ...\"\n \"SIGNED: ...\"\n Then it says \"# WHEN_TO_USE:\" etc.\n Then \"ARGS:\".\n Then \"EX:\".\n Then \"You are an ATTESTING ADJUDICATOR... MANDATORY DISCIPLINE ... Output exactly this shape: ... RECORDS_ABSENT ... REASONING ... WHAT_WOULD_CHANGE_THIS ... VERDICT ... BASIS ... SIGNED\".\n This section seems to set the general rules.\n Then it says \"GOVERNING CONSTITUTION...\".\n Then \"DECISION RECORD — output exactly these fields... (The list matches the Example)\".\n It does *not* list BASIS or SIGNED in the \"DECISION RECORD\" section.\n It says \"REMINDER: The only legal evidence_ids... The final line of your output must be exactly: DECISION: AFFIRM\".\n It is highly probable that the \"BASIS\" and \"SIGNED\" lines in the generic header are artifacts of the prompt template and do not apply to the specific task with the Constitution and Output Contract.\n The specific Output Contract explicitly asks for: APPLICABLE_RULES, KNOWN_FACTS, etc.\n The Example uses: REASONING, APPLICABLE_RULES, KNOWN_FACTS, UNKNOWN_FACTS, EVIDENCE_USED, PROPOSED_ACTION, REJECTED_ALTERNATIVE, EXPECTED_RESULT, FAILURE_RESPONSE, VERIFICATION_REQUIRED, RECORDS_ABSENT, VERDICT, CLAUSE_EVALUATIONS, DECISION.\n I will stick to the Example/Contract fields. The prompt text saying \"Output exactly this shape: ...\" and then immediately listing the fields (which include RECORDS_ABSENT) contradicts the headers that include BASIS/SIGNED.\n Actually, looking at the \"OUTPUT CONTRACT\" section at the bottom of the question: \"VERDICT: ...; CLAUSE_EVALUATIONS: ...; DECISION: ...\".\n It does not list SIGNED or BASIS there.\n I will proceed with the fields present in the \"OUTPUT CONTRACT\" section and the \"WORKED EXAMPLE\".\n\n * *One more check:* \"SIGNED: under ruleset ...\".\n * If the Constitution C8 says \"The DECISION RECORD — output exactly these fields...\" and the list *excludes* Signed, but the generic template *includes* it...\n * There is a conflict.\n * The prompt starts with \"You are an ATTESTING ADJUDICATOR... Output exactly this shape [Generic Header Fields]\".\n * Then it provides the \"GOVERNING CONSTITUTION\".\n * Then the \"WORKED EXAMPLE\".\n * The \"WORKED EXAMPLE\" is explicitly named \"study this shape\". It is the operational specification for *this* execution.\n * The fields in the \"Output Contract\" box also align with the Worked Example.\n * Therefore, I will omit BASIS and SIGNED lines, as they are not in the contract used for this task. The \"model name\" protocol is handled by the \"DECISION\" line constraint or simply by the execution context (which I am simulating). The prompt says \"EXECUTING MODEL: @cf/zai-org/glm-4.7-flash\", so I know who I am.\n\n * Final check of records mapping:\n Artifact:\n - Employment letter ($4,900) -> `emp-letter`\n - Voucher letter ($700) -> `voucher-letter`\n - Credit report (648) -> `credit-report`\n - Court records (Eviction dismissed) -> `court-records`\n - Criminal records (None) -> `criminal-records`\n - References (None) -> Not in list.\n\n * Reasoning Step 2: \"Gross monthly income\". I need to sum emp letter and voucher letter. 4900 + 700 = 5600.\n * Reasoning Step 2 cont: \"3.0x rent\". 1850 * 3 = 5550.\n * 5600 >= 5550? Yes.\n\n * Reasoning Step 3: Eviction.\n * Judgment is NOT firable because \"dismissed... is not a judgment\". The record shows \"dismissed WITH prejudice\". This fits \"dismissed...\". So Clause 2 condition is false/not triggered.", "reasoning_content": "1. **Analyze the Request:**\n * **Role:** ATTESTING ADJUDICATOR.\n * **Ruleset:** Decision Constitution (decision-constitution@1.3.3) and specific Maple Court Apartments Screening Criteria v1.2.\n * **Artifact:** Application file for A-114.\n * **Question:** Derive each of the five clauses against A-114. Under the criteria, may A-114 be approved?\n * **Output Format:** Strict output contract (RECORDS_ABSENT, REASONING block, OUTPUT CONTRACT fields, CLAUSE_EVALUATIONS, DECISION line).\n * **Model Target:** @cf/zai-org/glm-4.7-flash (Must sign as such).\n\n2. **Scan the Records (Artifact):**\n * **Unit Rent:** $1,850/month.\n * **Documented Income:** Emp letter $4,900/month.\n * **Housing Voucher:** $700/month.\n * **Credit Score:** 648.\n * **Court Records:** Eviction filing 2023-04-11, dismissed *with prejudice* 2023-06-02.\n * **Criminal Records:** None.\n * **References:** Not supplied.\n\n3. **Map Question to Rules (5 Clauses):**\n\n * *Clause 1: Gross monthly income must be at least 3.0x the rent.*\n * Gross Income = $4,900 (emp) + $700 (voucher).\n * Total = $5,600.\n * Required Income = $1,850 * 3.0 = $5,550.\n * Real Income ($5,600) > Required Income ($5,550).\n * Result: Condition met. *Triggered.*\n\n * *Clause 2: No eviction JUDGMENT within the past 7 years.*\n * Date of Judgment: 2023-06-02.\n * Current Date: 2025-06-23 (implied, based on \"current\" context usually implied by \"past 7 years\", but let's assume \"present time relative to case data\" or current time. Even if current, 7 years ago is 2018. 2023 is well within past 7 years).\n * Disposition: Dismissed with prejudice.\n * Error check: Does \"disposition attached\" and \"dismissed with prejudice\" count as a judgment?\n * The prompt says \"An eviction filing that was dismissed or settled... is not a judgment\".\n * Disposition is explicitly \"dismissed WITH prejudice\".\n * Result: Not a judgement. *Condition not triggered.*\n\n * *Clause 3: No felony conviction within the past 7 years.*\n * Source: \"Criminal records: none returned.\"\n * Result: Condition not triggered (evidence shows absence).\n\n * *Clause 4: Credit score of 620 or above.*\n * Score: 648.\n * Result: Condition met. *Triggered.*\n\n * *Clause 5: Housing voucher income counts toward gross income at its documented monthly value.*\n * Evidence: Voucher letter, $700/month.\n * Calculation: It counts.\n * Result: Condition met. *Triggered.*\n\n4. **Synthesize the Decision:**\n * Clause 1: Met (Supports).\n * Clause 2: Not met (Not triggered/neutral regarding denial because it explicitly excludes dismissals).\n * Clause 3: Not met (None).\n * Clause 4: Met (Supports).\n * Clause 5: Met (Supports).\n * Verdict: All conditions for approval (positive triggers/supports) are met.\n * Action: APPROVE.\n\n5. **Drafting the Output Sections (following the Constitution C6, C8, C9, C11):**\n\n * **RECORDS_ABSENT (C7):**\n * References (stated as \"not supplied\" in artifact).\n\n * **REASONING (C6):**\n 1. Which clauses? 1, 2, 3, 4, 5.\n 2. What do I know?\n * Rent $1850 [art].\n * Income $4900 (emp), $700 (voucher).\n * Total $5600. 3x rent is $5550. Met [1].\n * Eviction dismissed with prejudice. Not a judgement per [2].\n * Credit 648 > 620. Met [4].\n * Voucher counts [5].\n * No convictions [3].\n 3. What don't I know? (Actually, everything seems evaluable here, but check Stmt 3 \"Arrests without conviction must not be considered\". No arrest info, so no conflict. \"No eviction judgment\". We know it was dismissed.\n 4. What am I about to do? Approve.\n 5. Why not the alternative? Deny would require a violated clause. None are violated.\n 6. What do I expect? Approval.\n 7. What would flip it? A judgment within 7 years, or a credit score below 620.\n\n * **OUTPUT CONTRACT Fields:**\n * APPLICABLE_RULES: [1, 2, 3, 4, 5]\n * KNOWN_FACTS: details from above.\n * UNKNOWN_FACTS: (Maybe references? They aren't for approval, just supportive).\n * EVIDENCE_USED: emp-letter, voucher-letter, credit-report, court-records, criminal-records.\n * PROPOSED_ACTION: approve application A-114.\n * REJECTED_ALTERNATIVE: deny application A-114 (fails to follow positive criterion evidence).\n * EXPECTED_RESULT: Application accepted.\n * FAILURE_RESPONSE: reverse and audit screening process for erroneous denial.\n * VERIFICATION_REQUIRED: Confirm credit score source identity (though assertion is explicit).\n * RECORDS_ABSENT: \"References: not supplied\" (explicitly in doc, so none *expected* by competent reviewer? Actually, if references are a standard part of this screening, they are expected but absent. The artifact says \"References: not supplied\". C7 says \"list every record a competent reviewer would have expected\". Standard screening usually includes references. I will list \"References\" as absent).\n * VERDICT: AFFIRM.\n * CLAUSE_EVALUATIONS (JSON):\n 1. Triggered, supports. ($5600 >= $5550).\n 2. Not triggered, neutral. (Dismissed with prejudice is not a judgment).\n 3. Not triggered, neutral. (No felony convolution).\n 4. Triggered, supports. (648 >= 620).\n 5. Triggered, supports. (Voucher income $700 included).\n\n6. **Refining the Output Construction:**\n\n * *Constraint Check:* \"Never state that anything is true... unless the record proving it is in front of you\". I must quote the evidence.\n * *Evidence IDs:* `emp-letter`, `voucher-letter`, `credit-report`, `court-records`, `criminal-records`. (Note: artifact doesn't explicitly give IDs like \"court-records\" in the body text, but `RULESET_URL` usually implies the structure. The prompt under \"EVIDENCE_IDS\" at the end of the question says these are the only ones:\n ```text\n EVIDENCE_IDS: emp-letter, voucher-letter, credit-report, court-records, criminal-records\n ```\n I must strictly use these IDs. The artifact text describes the records. I will map the descriptions to these IDs for the JSON `evidence_ids`.\n\n * *Check Clause 2:* \"Dismissing... is not a judgment\". The document says \"dismissed WITH prejudice\". This counts as dismissed. Clause 2 does *not* apply as a blocker. It is neutral.\n\n * *Check Clause 5:* \"Housing voucher income counts... at its documented monthly value\". Voucher is $700. Included in total.\n\n * *Record Absent:* The artifact explicitly states \"References: not supplied\". A competent reviewer for an apartment screening application would expect references. I will list `references` as absent.\n\n * *Clause Evaluations formatting:*\n Clause 1: triggered|supports\n Clause 2: not_triggered|neutral\n Clause 3: not_triggered|neutral\n Clause 4: triggered|supports\n Clause 5: triggered|supports\n\n * *One detail:* \"Gross monthly income must be at least 3.0x the monthly rent, *evidenced by pay stubs or an employment letter*.\"\n We have an employment letter. We have gross income of $4,900.\n We also have Housing Voucher income.\n Is the \"Gross monthly income\" specifically the *rental* income or total assets? Usually, it means Total Operated Income. The plan says rent is $1850. Debt-to-income or Rent-to-Income is often Total Income/Total Rent.\n \"3.0x the monthly rent\" usually means Net or Gross? The rule says \"Gross monthly income... at least 3.0x\".\n Using Voucher + Employment = $5600. Rent = $1850.\n $5600 / 1850 = 3.02x.\n This satisfies the requirement.\n\n7. **Final Polish of text to ensure strict adherence to the Constitution shape.**\n\n * Start with CONDITIONS.\n * Then REASONING.\n * Then OUTPUT CONTRACT.\n * End with CLAUSE_EVALUATIONS and DECISION.\n\n * *CRITICAL CHECK:* \"DECISION: \". The prompt says \"The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE).\"\n * Wait, the system prompt says \"Output exactly this shape:\" followed by the text fields which conclude with the decision line. The Constitution prompts a decision line *within* the reasoning block? No, the Constitution C6 says \"The block ends with one terminal line... DECISION: ...\".\n * However, the **Output Contract** section at the bottom of the prompt *also* lists \"VERDICT:\" and \"CLAUSE_EVALUATIONS:\". The Constitution says \"Output exactly these fields after REASONING\".\n * Let's look at the Workflow Example again.\n * It has REASONING block.\n * Then \"✅ RIGHT ANSWER (this is the shape you must produce):\"\n * Then it lists fields: APPLICABLE_RULES, KNOWN_FACTS, etc.\n * It lists VERDICT.\n * It lists CLAUSE_EVALUATIONS.\n * *Then* it has \"❌ WRONG — ends with \"BASIS:\" and no terminal DECISION line.\"\n * The prompt text says: \"The final line of your output must be exactly: DECISION: AFFIRM\". This seems to imply the *end* of the entire output.\n * Let's align the Constitution's \"DECISION:\" block (usually inside REASONING in C6) with the \"Output Contract\" requirement.\n * Actually, the pseudo-code in C6 lists the decision line within the REASONING block.\n * BUT, the Output Contract requires specific fields *after* Reasoning. And the prompt says \"The final line of your output\".\n * Okay, I will structure it as:\n 1. Conditions I Operate Under\n 2. Records Supplied\n 3. Records Absent\n 4. Reasoning (including the Decision block as requested by C6)\n 5. Output Contract fields (Appl Rules, Known, Unknown, Evidence, Proposed, Rejected, Expected, Failure, Verification, Records Absent - *wait, Records Absent is listed in both C8 and C7*- C8 asks for \"RECORDS_ABSENT\". C7 requires mandatory listing. I will put it in the Output Contract).\n 6. Clause Evaluations.\n 7. Final Decision: DECISION: VERDICT.\n * Wait, the prompt explicitly says on the last line: \"DECISION: AFFIRM\".\n * Let's check the prompt \"OUTPUT CONTRACT — every field below is mandatory ... VERDICT ... CLAUSE_EVALUATIONS ... DECISION: ...\".\n * Okay, the \"DECISION:\" line requested at the very end likely supersedes the C6 \"DECISION:\" line inside the reasoning block to avoid duplication, OR I put the specific verdict in the Output Contract line \"VERDICT: ...\" and the final line asserts it again?\n * Let's look at the example again.\n \"DECISION: VERDICT — AFFIRM...\"\n \"VERDICT: AFFIRM\"\n \"CLAUSE_EVALUATIONS...\"\n (No extra \"DECISION: VERDICT\" line after that).\n * However, the prompt *body* says specifically: \"The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE).\"\n * And the Constitution C10 says: \"No dumb retries.\"\n * Let's re-read the prompt's specific instruction about the final line vs the example.\n * The example doesn't have the final line directive.\n * The prompt *after* the example says \"You are an ATTESTING ADJUDICATOR...\".\n * The prompt at the very end (Output Contract section) says: \"The final line of your output must be exactly: DECISION: AFFIRM\".\n * Okay, I will follow the explicit instruction for the final line.\n * However, \"Output Contract\" has its own \"VERDICT\" field. I will fill that.\n * And C6 *requires* a decision line in the reasoning block.\n * Safest path: Follow the C6 format in REASONING, then the C8 fields, then CLAUSE_EVALUATIONS, then the mandatory final line \"DECISION: AFFIRM\".\n\n * *Correction*: The prompt says \"[ADJUDICATE_ATTEST_GLM_FLASH] ... OUTPUT CONTRACT ... The final line ... DECISION: AFFIRM\".\n * I will interpret \"The final line\" as a strict check result, often used in automated testing of the session logic.\n * But wait, the \"OUTPUT CONTRACT\" section *at the bottom* lists fields ending with \"VERDICT: AFFIRM | DENY | CANNOT_CONCLUDE\". It does not explicitly say \"The final line of your output\".\n * BUT, the paragraph *above* that says \"The final line of your output must be exactly: DECISION: AFFIRM\".\n * I will combine them. I will put the Verdict in the Output Contract line, then the CLAUSE_EVALUATIONS, and then the final line.\n\n * *Wait*, the example does not have a \"DECISION: AFFIRM\" line *after* CLAUSE_EVALUATIONS.\n * The decision is inside the REASONING block: \"DECISION: VERDICT — AFFIRM\".\n * And the Output Contract has: \"VERDICT: AFFIRM\".\n * The prompt text says \"The final line of your output must be exactly: DECISION: AFFIRM\".\n * I will follow the prompt text for the *final* line, as it is a specific execution constraint (\"mandatory\" in the system prompt, \"must be exactly\" in the output contract section).\n * Wait, looking closely at the prompt text provided in the user message:\n \"OUTPUT CONTRACT — every field below is mandatory, in this order, or the finding is void:\n ...\n DECISION: ... -->\n ...\n REMINDER: the ONLY legal evidence_ids ... The final line of your output must be exactly: DECISION: AFFIRM (or DENY or CANNOT_CONCLUDE).\"\n * Okay, the immediate previous fields include \"VERDICT: ...\". The *very last* thing must be \"DECISION: ...\".\n\n * Let's check C6 again. \"The block ends with one terminal line: DECISION: VERDICT — ...\"\n * Okay, C8 says \"output exactly these fields... after REASONING\".\n * The fields C8 asks for end with \"VERDICT: \".\n * Then clause evaluations.\n * Then \"REMINDER: ... final line ... DECISION: AFFIRM\".\n * This seems redundant but I must obey the constraints.\n * Actually, maybe the prompt wants the *Output Contract* section to be the *entire* output?\n * No, the prompt says \"You are an ATTESTING ADJUDICATOR. You do not give an opinion. You produce a signed... finding... EXACTLY this shape: (description)\". The description lists REASONING first (\"MANDATORY DISCIPLINE — every one of these appears in your output... REASONING:\").\n * And \"REMINDER: ... final line is DECISION:\".\n * I will structure it as:\n Conditions...\n Records Supplied...\n Records Absent...\n Reasoning...\n (includes reasoning decision line per C6)\n Output Contract (includes VERDICT field)\n CLAUSE_EVALUATIONS\n DECISION: AFFIRM (Line by itself).\n\n * Wait, to avoid friction, do I put the \"DECISION: VERDICT\" line in Reasoning *and* the Output Contract \"VERDICT\"? Yes.\n * Do I put \"DECISION: AFFIRM\" at the end? Yes.\n\n * *Self-Correction on Records Absent*:\n The prompt asks me to name records I did *not* receive.\n The artifact says \"References: not supplied\". This is in the artifact text.\n So, Reference document is \"Absent\".\n Are there any others?\n \"Criminal records: none returned.\" -> This means the record exists (result is \"none\"), but usually implies no record *supplied* or the fetch returned empty. However, \"none returned\" is treated as \"None found\" in the record.\n The \"Records Absent\" field lists what a competent reviewer would expect and that was NOT in my input.\n I have `emp-letter`, `voucher-letter`, `credit-report`, `court-records`, `criminal-records`.\n The prompt *defined* the Evidence IDs as these 5.\n It did *not* define \"references\".\n The artifact text says \"References: not supplied\".\n Is \"references\" an Evidence ID?\n The provided \"EVIDENCE_IDS\" list does *not* contain references.\n However, outputs are often validated against lists *supplied in the prompt*.\n The prompt says: \"(These are the only evidence identifiers that exist. Citing any other evidence id voids the finding.)\"\n Okay. The artifact text says \"References: not supplied\". But \"References\" is not in `EVIDENCE_IDS`.\n C7 says \"list every record a competent reviewer would have expected\".\n If the prompt restricts me to the provided `EVIDENCE_IDS`, I shouldn't list \"references\" if it's not one of the specific \"Abstract Records\" being tracked, or if it's not in the artifact *reported* as an ID.\n BUT, the artifact text *includes* that line. It's not a hidden gap. It's stated language in the artifact.\n However, `\"REFERENCES\" not in EVIDENCE_IDS`.\n If I write `records_absent: references`, is that safe?\n The prompt says \"The output *shape* is fixed... `RECORDS_ABSENT` is mandatory\".\n I will list `references` if it constitutes a \"record\". Given the explicit \"not supplied\" line in the artifact, I will include it.\n Wait, the prompt says `EVIDENCE_IDS: emp-letter... criminal-records`. It deliberately leaves out \"references\".\n I will stick to what is *missing* from the EVIDENCE_IDS lists provided in the prompt instructions *and* the Artifact description.\n Artifact:\n 1. Doc 1 (Emp) -> `emp-letter` (Mapped)\n 2. Doc 2 (Voucher) -> `voucher-letter`\n 3. Doc 3 (Credit) -> `credit-report`\n 4. Doc 4 (Court) -> `court-records`\n 5. Doc 5 (Criminal) -> `criminal-records`\n 6. References (Stated None) -> Not in EVIDENCE_IDS.\n\n If I provide `RECORDS_ABSENT: references`, does it violate \"Citing any other evidence id voids the finding\"? `references` is not a cited evidence id I used (I didn't use it), so it's not a citation error. But if the list of expected artifacts is strictly the EVIDENCE_IDS, maybe I shouldn't list it.\n However, the Artifact *contains* the text \"References: not supplied\". This is a statement about the state of the file.\n I'll list `references`.\n\n * *Check Clause 4 (Credit Score):*\n Score: 648.\n Threshold: 620.\n Rule: \"Credit score of 620 or above\".\n 648 >= 620. Passage.\n\n * *Check Clause 5 (Voucher):*\n Rule: \"Housing voucher income counts toward gross income at its documented monthly value.\"\n Voucher value: $700.\n Gross income calc includes $700.\n\n * *Decision:*\n Clause 1 (Income): Met ($5600 > $5550) -> Supports.\n Clause 2 (Eviction Judgment): Dismissed. Rule says dismissed NOT a judgment. -> Not Triggered (Neutral).\n Clause 3 (Felony): None. -> Not Triggered (Neutral).\n Clause 4 (Credit): 648 -> Supports.\n Clause 5 (Voucher): Included -> Supports.\n All barring conditions (checks to fail) are passed/negative. All supporting conditions are met.\n Verdict: AFFIRM.\n\n * *Final check of the specific hash and model name.*\n Rules hash: `ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c`\n Model Target: `@cf/zai-org/glm-4.7-flash`\n Artifact Hash: `ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817`\n I must sign with the model target.\n\n * *Wait, the signature line in the template says:*\n \"SIGNED: under ruleset at temperature 0\"\n The prompt says \"The final line of your output must be exactly: DECISION: AFFIRM\".\n Does this signature block go inside the output contract or outside?\n The prompt says \"Output exactly this shape: ... (list of fields) ... The final line ...\" then shows a block with \"SIGNED: ...\" inside the example?\n Actually, looking at the Example \"✅ RIGHT ANSWER...\":\n It lists fields...\n Then \"CLAUSE_EVALUATIONS...\"\n ... Then \"DECISION: VERDICT -- AFFIRM...\"\n It *does not* have a separate \"SIGNED: ...\" line at the very end in the example block.\n However, the prompt intro before the example says:\n \"Output exactly this shape:\n CONDITIONS_I_OPERATE_UNDER...\n RECORDS_SUPPLIED...\n RECORDS_ABSENT...\n REASONING...\n WHAT_WOULD_CHANGE_THIS...\n VERDICT:...\n BASIS:...\n SIGNED:...\"\n Wait, the *Intro* in the user prompt (before \"GOVERNING CONSTITUTION\") lists a \"BASES\" line and a \"SIGNED\" line as \"MANDATORY DISCIPLINE\".\n BUT, the Example *does not* use those fields. The Example contains: REASONING, DECISION block, APPLICABLE_RULES, KNOWN_FACTS, UNKNOWN_FACTS, EVIDENCE_USED, PROPOSED_ACTION, REJECTED_ALTERNATIVE, EXPECTED_RESULT, FAILURE_RESPONSE, VERIFICATION_REQUIRED, RECORDS_ABSENT, VERDICT, CLAUSE_EVALUATIONS.\n The prompt also, right after the question, says:\n \"OUTPUT CONTRACT — every field below is mandatory... [lists them]... The final line... DECISION: AFFIRM\".\n The \"MANDATORY DISCIPLINE\" section at the very top is generic for the \"ATTESTING ADJUDICATOR\" persona.\n The \"OUTPUT CONTRACT\" is specific to *this* case.\n The \"WORKED EXAMPLE\" defines the shape for \"this call\".\n \"study this shape, then produce the same shape for the real case\".\n The Example does *not* contain the \"SIGNED\" line or \"BASES\" line at the end.\n The Example *does* contain \"VERDICT: AFFIRM\".\n I will follow the Example shape strictly, as the prompt says \"study this shape\". The \"SIGNED\" and \"BASES\" lines in the introductory template likely belong to a different format (maybe the very first system instruction) or are legacy text overlaid on the actual contract for this model.\n I will stick to the fields defined in the \"OUTPUT CONTRACT\" section of the prompt and the \"WORKED EXAMPLE\".\n\n *Wait, let me re-read the very first block of the prompt.*\n \"# WHAT: One signed attesting finding... The output shape is fixed and RECORDS_ABSENT is mandatory... Executing model: @cf/zai-org/glm-4.7-flash\"\n Then it lists:\n \"WHAT_WOULD_CHANGE_THIS: ...\"\n \"VERDICT: ...\"\n \"BASIS: ...\"\n \"SIGNED: ...\"\n Then it says \"# WHEN_TO_USE:\" etc.\n Then \"ARGS:\".\n Then \"EX:\".\n Then \"You are an ATTESTING ADJUDICATOR... MANDATORY DISCIPLINE ... Output exactly this shape: ... RECORDS_ABSENT ... REASONING ... WHAT_WOULD_CHANGE_THIS ... VERDICT ... BASIS ... SIGNED\".\n This section seems to set the general rules.\n Then it says \"GOVERNING CONSTITUTION...\".\n Then \"DECISION RECORD — output exactly these fields... (The list matches the Example)\".\n It does *not* list BASIS or SIGNED in the \"DECISION RECORD\" section.\n It says \"REMINDER: The only legal evidence_ids... The final line of your output must be exactly: DECISION: AFFIRM\".\n It is highly probable that the \"BASIS\" and \"SIGNED\" lines in the generic header are artifacts of the prompt template and do not apply to the specific task with the Constitution and Output Contract.\n The specific Output Contract explicitly asks for: APPLICABLE_RULES, KNOWN_FACTS, etc.\n The Example uses: REASONING, APPLICABLE_RULES, KNOWN_FACTS, UNKNOWN_FACTS, EVIDENCE_USED, PROPOSED_ACTION, REJECTED_ALTERNATIVE, EXPECTED_RESULT, FAILURE_RESPONSE, VERIFICATION_REQUIRED, RECORDS_ABSENT, VERDICT, CLAUSE_EVALUATIONS, DECISION.\n I will stick to the Example/Contract fields. The prompt text saying \"Output exactly this shape: ...\" and then immediately listing the fields (which include RECORDS_ABSENT) contradicts the headers that include BASIS/SIGNED.\n Actually, looking at the \"OUTPUT CONTRACT\" section at the bottom of the question: \"VERDICT: ...; CLAUSE_EVALUATIONS: ...; DECISION: ...\".\n It does not list SIGNED or BASIS there.\n I will proceed with the fields present in the \"OUTPUT CONTRACT\" section and the \"WORKED EXAMPLE\".\n\n * *One more check:* \"SIGNED: under ruleset ...\".\n * If the Constitution C8 says \"The DECISION RECORD — output exactly these fields...\" and the list *excludes* Signed, but the generic template *includes* it...\n * There is a conflict.\n * The prompt starts with \"You are an ATTESTING ADJUDICATOR... Output exactly this shape [Generic Header Fields]\".\n * Then it provides the \"GOVERNING CONSTITUTION\".\n * Then the \"WORKED EXAMPLE\".\n * The \"WORKED EXAMPLE\" is explicitly named \"study this shape\". It is the operational specification for *this* execution.\n * The fields in the \"Output Contract\" box also align with the Worked Example.\n * Therefore, I will omit BASIS and SIGNED lines, as they are not in the contract used for this task. The \"model name\" protocol is handled by the \"DECISION\" line constraint or simply by the execution context (which I am simulating). The prompt says \"EXECUTING MODEL: @cf/zai-org/glm-4.7-flash\", so I know who I am.\n\n * Final check of records mapping:\n Artifact:\n - Employment letter ($4,900) -> `emp-letter`\n - Voucher letter ($700) -> `voucher-letter`\n - Credit report (648) -> `credit-report`\n - Court records (Eviction dismissed) -> `court-records`\n - Criminal records (None) -> `criminal-records`\n - References (None) -> Not in list.\n\n * Reasoning Step 2: \"Gross monthly income\". I need to sum emp letter and voucher letter. 4900 + 700 = 5600.\n * Reasoning Step 2 cont: \"3.0x rent\". 1850 * 3 = 5550.\n * 5600 >= 5550? Yes.\n\n * Reasoning Step 3: Eviction.\n * Judgment is NOT firable because \"dismissed... is not a judgment\". The record shows \"dismissed WITH prejudice\". This fits \"dismissed...\". So Clause 2 condition is false/not triggered." }, "logprobs": null, "finish_reason": "stop", "stop_reason": 154827, "token_ids": null } ], "service_tier": null, "system_fingerprint": null, "usage": { "prompt_tokens": 5185, "completion_tokens": 7772, "total_tokens": 12957, "prompt_tokens_details": { "cached_tokens": 0 }, "neurons": 311.4183 }, "prompt_logprobs": null, "prompt_token_ids": null, "kv_transfer_params": null }, "public_receipt": "https://miscsubjects.com/receipt/inv_er9wsrnr8o" }, { "receipt": "inv_kn2ltlf142", "object_id": "SEAL_PANEL", "ts": "2026-08-02T18:23:17-07:00", "trace_id": "t_eyg8uhco", "request": { "records": [ "inv_iztkaqhpoy", "inv_s3octczyml", "inv_er9wsrnr8o" ], "min_families": 2, "min_findings": 3, "min_confidence": 0.8, "escalate_to": "named human reviewer" }, "response": { "kind": "panel_seal/v3", "mode": "bound", "decision": "ESCALATE", "action_authorised": false, "unanimous_verdict": "AFFIRM", "emitted_verdict": null, "escalate_to": "named human reviewer", "bound_to": { "ruleset_hash": "ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c", "artifact_hash": "ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817" }, "outcome_law": { "APPROVE": "unanimous AFFIRM with identical clause-evaluation vectors (same trigger_state, disposition and load-bearing evidence per clause), no malformed finding, and sufficient channel diversity, from ledger-loaded records", "NEGATE": "unanimous DENY on the same terms — the action is refused, not deferred", "NO_ACTION": "unanimous CANNOT_CONCLUDE — a required record is missing, so nothing is authorised and nothing is refused", "DISPUTE": "the only failing test is a stated confidence below the supplied floor, and only when the caller set require_confidence", "ESCALATE": "any verdict or clause divergence, malformed finding, rejected record, hash mismatch, insufficient channels or diversity, a threshold-lowering attempt, or caller-supplied findings" }, "reasons": [ "derivation_divergence:2 distinct clause-evaluation vectors" ], "rejected_records": [], "arithmetic": { "records_supplied": 3, "records_loaded": 3, "counted_as_channels": 3, "adversary_excluded": [], "conforming": 3, "malformed": 0, "distinct_verdicts": [ "AFFIRM" ], "distinct_clause_signatures": [ "1,2,3,4,5" ], "distinct_derivation_signatures": [ "1:triggered:supports:emp-letter+voucher-letter | 2:not_triggered:supports:court-records | 3:not_triggered:supports:criminal-records | 4:triggered:supports:credit-report | 5:triggered:supports:voucher-letter", "1:triggered:supports:emp-letter+voucher-letter | 2:not_triggered:neutral:court-records | 3:not_triggered:neutral:criminal-records | 4:triggered:supports:credit-report | 5:triggered:supports:voucher-letter" ], "distinct_training_families": [ "zhipu", "moonshot" ], "distinct_ruleset_hashes": [ "ee3be2a6846fcaf29554ecdd0da7ea91566e953e58a1e529866b489c03d5099c" ], "distinct_artifact_hashes": [ "ccdc5a3877c50054c0c573778ab188d1a93d81f07cd764114c0a6b3363b14817" ], "thresholds": { "min_families": 2, "min_findings": 3, "floor": { "min_families": 2, "min_findings": 3 }, "unanimity": "required", "clause_agreement": "required", "min_confidence": 0.8 }, "stated_confidences": [], "confidence_gates_the_decision": false, "confidence_law": "A stated confidence is recorded and never gates authorisation unless the caller sets require_confidence. No calibration study exists for these models stated confidence, and the panel measured false-confidence rate is the evidence against trusting it." }, "channels": [ { "model": "@cf/zai-org/glm-5.2", "family": "zhipu", "verdict": "AFFIRM", "clauses": [ 1, 2, 3, 4, 5 ], "derivation_signature": "1:triggered:supports:emp-letter+voucher-letter | 2:not_triggered:supports:court-records | 3:not_triggered:supports:criminal-records | 4:triggered:supports:credit-report | 5:triggered:supports:voucher-letter", "structurally_valid": true, "structural_errors": [], "clause_evaluations": [ { "clause": "1", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "emp-letter", "voucher-letter" ], "ground": "gross income $5,600 (employment $4,900 + voucher $700 per clause 5) meets 3.0× rent of $5,550" }, { "clause": "2", "trigger_state": "not_triggered", "disposition": "supports", "evidence_ids": [ "court-records" ], "ground": "only an eviction filing exists, dismissed with prejudice — not a judgment, must not be counted" }, { "clause": "3", "trigger_state": "not_triggered", "disposition": "supports", "evidence_ids": [ "criminal-records" ], "ground": "no criminal records returned — no felony conviction within 7 years" }, { "clause": "4", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "credit-report" ], "ground": "credit score 648 from nationwide bureau dated within 30 days meets the 620 minimum" }, { "clause": "5", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "voucher-letter" ], "ground": "housing voucher of $700/month documented value counts toward gross income" } ], "confidence": null, "exposure": "blinded-independent", "image_supplied": false, "event_id": "8df39c40-942f-4a98-b329-11981f560e05", "receipt": "https://miscsubjects.com/receipt/inv_iztkaqhpoy", "request_bytes": 21955, "response_bytes": 10170 }, { "model": "@cf/moonshotai/kimi-k2.7-code", "family": "moonshot", "verdict": "AFFIRM", "clauses": [ 1, 2, 3, 4, 5 ], "derivation_signature": "1:triggered:supports:emp-letter+voucher-letter | 2:not_triggered:supports:court-records | 3:not_triggered:supports:criminal-records | 4:triggered:supports:credit-report | 5:triggered:supports:voucher-letter", "structurally_valid": true, "structural_errors": [], "clause_evaluations": [ { "clause": "1", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "emp-letter", "voucher-letter" ], "ground": "total income $4,900 + $700 = $5,600/month meets 3.0x $1,850 rent threshold of $5,550" }, { "clause": "2", "trigger_state": "not_triggered", "disposition": "supports", "evidence_ids": [ "court-records" ], "ground": "no eviction judgment; filing was dismissed with prejudice and must not be counted" }, { "clause": "3", "trigger_state": "not_triggered", "disposition": "supports", "evidence_ids": [ "criminal-records" ], "ground": "no felony conviction returned in the lookback period" }, { "clause": "4", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "credit-report" ], "ground": "credit score 648 satisfies the 620 minimum" }, { "clause": "5", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "voucher-letter" ], "ground": "housing voucher income of $700/month counts toward gross income" } ], "confidence": null, "exposure": "blinded-independent", "image_supplied": false, "event_id": "4037a06d-45d7-45b1-bceb-bbe681cf125f", "receipt": "https://miscsubjects.com/receipt/inv_s3octczyml", "request_bytes": 21999, "response_bytes": 23034 }, { "model": "@cf/zai-org/glm-4.7-flash", "family": "zhipu", "verdict": "AFFIRM", "clauses": [ 1, 2, 3, 4, 5 ], "derivation_signature": "1:triggered:supports:emp-letter+voucher-letter | 2:not_triggered:neutral:court-records | 3:not_triggered:neutral:criminal-records | 4:triggered:supports:credit-report | 5:triggered:supports:voucher-letter", "structurally_valid": true, "structural_errors": [], "clause_evaluations": [ { "clause": "1", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "emp-letter", "voucher-letter" ], "ground": "total income $5,600 exceeds 3.0x rent ($5,550)" }, { "clause": "2", "trigger_state": "not_triggered", "disposition": "neutral", "evidence_ids": [ "court-records" ], "ground": "eviction was dismissed with prejudice, so it is not a judgment" }, { "clause": "3", "trigger_state": "not_triggered", "disposition": "neutral", "evidence_ids": [ "criminal-records" ], "ground": "no felony convictions were returned" }, { "clause": "4", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "credit-report" ], "ground": "credit score 648 meets requirement of 620+" }, { "clause": "5", "trigger_state": "triggered", "disposition": "supports", "evidence_ids": [ "voucher-letter" ], "ground": "housing voucher $700 counts as gross income" } ], "confidence": null, "exposure": "blinded-independent", "image_supplied": false, "event_id": "9bc5f0a1-a065-4e4d-b750-dcebc5eac819", "receipt": "https://miscsubjects.com/receipt/inv_er9wsrnr8o", "request_bytes": 22245, "response_bytes": 58418 } ], "law": "A model never makes this call. Every field above is derived server-side from the gateway records named by id; caller-supplied verdicts cannot authorise anything and caller-supplied thresholds can only be raised." }, "public_receipt": "https://miscsubjects.com/receipt/inv_kn2ltlf142" }, { "receipt": "inv_y6jg46xykt", "object_id": "WEB_FETCH", "ts": "2026-08-03T02:54:23-07:00", "trace_id": "t_b4hgzrjy", "request": "GET|https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow||", "response": "HTTP 200:{\n \"_self\": {\n \"schema\": \"oip/proven-work-projection/1\",\n \"what\": \"One redacted ledger slice for one completed work object.\",\n \"how_to_use\": \"Open the manifest and formation records from zero context. Every conclusion resolves to SUPPORTED_BY_RECORD, MISSING_EVIDENCE, or CONTRADICTED_BY_RECORD with cited record ids.\",\n \"privacy\": \"Personal information, credentials, private paths and unrelated work are removed at egress.\"\n },\n \"object\": \"article:proven-work-wrap-one-workflow\",\n \"work_id\": \"PW-0005\",\n \"evaluation\": {\n \"status\": \"PARTIAL\",\n \"declared_requirements\": 8,\n \"passed\": 7,\n \"unresolved\": [\n \"door\"\n ]\n },\n \"manifest\": {\n \"schema\": \"oip/proven-work-manifest/1\",\n \"work_id\": \"PW-0005\",\n \"claim\": \"This page walks one disputed AI decision — a tenant-screening adverse action — through the five wrapping moves (CLAIM, RECORD, BINDING, DOOR, DERIVED STATUS) exactly as the API performs them: the workflow before wrapping (assertion, no record), the wrapping steps, the object that comes out, and the door a stranger can inspect. Every external assertion is bound to a URL opened in the wrapping session; the page is itself emitted as a proven work object.\",\n \"claim_reconstructed\": true,\n \"requirements\": [\n {\n \"id\": \"claim_written\",\n \"status\": \"PASS\",\n \"what\": \"The claim is written and bound to the page at publish time. claim_reconstructed is true because post-publish verification receipts (drop mint, rendered-page check) are appended in history after the manifest write rather than captured before it.\",\n \"evidence\": [\n \"https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow\",\n \"https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/revisions\"\n ]\n },\n {\n \"id\": \"record\",\n \"status\": \"PASS\",\n \"what\": \"Formation record: the publish POST (posted_at 2026-08-03T09:49:07.905Z) and every later write are retained as revisions and provenance on the article's own ledger.\",\n \"evidence\": [\n \"https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/revisions\",\n \"https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/provenance\"\n ]\n },\n {\n \"id\": \"binding\",\n \"status\": \"PASS\",\n \"what\": \"This manifest binds the page's load-bearing sentences to receipt ids or named gaps, and is itself served from the projection.\",\n \"evidence\": [\n \"https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow\"\n ]\n },\n {\n \"id\": \"scenario_grounding\",\n \"status\": \"PASS\",\n \"what\": \"The wrapped decision is the corpus run applicant A-114: three seat receipts plus the gate's escalation receipt, all openable; the before/after table quotes only facts on those records.\",\n \"evidence\": [\n \"inv_iztkaqhpoy\",\n \"inv_s3octczyml\",\n \"inv_er9wsrnr8o\",\n \"inv_kn2ltlf142\",\n \"https://miscsubjects.com/receipt/inv_kn2ltlf142\"\n ]\n },\n {\n \"id\": \"external_sources\",\n \"status\": \"PASS\",\n \"what\": \"Ten cited URLs each returned HTTP 200 when opened in the wrapping session: 15 U.S.C. § 1681m (uscode.house.gov), HUD 2024 screening guidance (nclc.org), Digital Denials survey 2023 (nclc.org), CFPB 2022 market report PDF, Louis v. SafeRent settlement (cohenmilstein.com), EU AI Act Article 12 (artificialintelligenceact.eu), 21 CFR Part 11 (ecfr.gov), in-toto.io, provenrail.com, and the build receipt inv_kn2ltlf142.\",\n \"evidence\": [\n \"https://uscode.house.gov/view.xhtml?req=granuleid:USC-prelim-title15-section1681m&num=0&edition=prelim\",\n \"https://www.nclc.org/hud-takes-aim-at-discriminatory-practices-by-tenant-screening-companies-and-housing-providers/\",\n \"https://www.nclc.org/resources/digital-denials-how-abuse-bias-and-lack-of-transparency-in-tenant-screening-harm-renters/\",\n \"https://files.consumerfinance.gov/f/documents/cfpb_tenant-background-checks-market_report_2022-11.pdf\",\n \"https://www.cohenmilstein.com/case-study/louis-et-al-v-saferent-solutions-et-al/\",\n \"https://artificialintelligenceact.eu/article/12/\",\n \"https://www.ecfr.gov/current/title-21/chapter-I/subchapter-A/part-11/subpart-B\",\n \"https://in-toto.io/\",\n \"https://provenrail.com/\",\n \"https://miscsubjects.com/receipt/inv_kn2ltlf142\"\n ]\n },\n {\n \"id\": \"mechanics_verified\",\n \"status\": \"PASS\",\n \"what\": \"The five moves are described from the live spec (PROVEN_WORK_SPEC v1.1.0), the live PW-0002 projection whose evaluation/manifest shape was read this session, and the write path exercised this session (POST /api/articles, PATCH /api/articles/).\",\n \"evidence\": [\n \"https://miscsubjects.com/api/articles/proven-work\",\n \"https://miscsubjects.com/api/proven-work/three-models-deliberate-one-statutory-question\"\n ]\n },\n {\n \"id\": \"derived_status\",\n \"status\": \"PASS\",\n \"what\": \"The status is computed by GET /api/proven-work/proven-work-wrap-one-workflow and never asserted in the page body.\",\n \"evidence\": [\n \"https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow\"\n ]\n },\n {\n \"id\": \"door\",\n \"status\": \"PARTIAL\",\n \"what\": \"The tap-and-go drop token for THIS object is minted immediately after the manifest write; the mint receipt and a live inspection are appended to history in the same session.\",\n \"evidence\": [],\n \"gap\": \"drop mint receipt pending at manifest write time\"\n }\n ],\n \"evidence\": {\n \"receipts\": [\n \"inv_iztkaqhpoy\",\n \"inv_s3octczyml\",\n \"inv_er9wsrnr8o\",\n \"inv_kn2ltlf142\"\n ]\n },\n \"history\": [\n {\n \"at\": \"2026-08-03T09:55:00Z\",\n \"by\": \"Kimi (miscsubjects swarm, K3 lane 1)\",\n \"change\": \"Initial manifest. PW sequence enumerated live immediately before this PATCH: PW-0001 through PW-0004 taken; PW-0003 is held by two pages (eu-ai-act-complete-compliance-guide and proven-work-novelty-prior-art) — a pre-existing collision objected separately. PW-0005 claimed here. Door mint pending; claim declared reconstructed-in-part per spec.\"\n }\n ]\n },\n \"formation_records\": [\n {\n \"receipt\": \"inv_iztkaqhpoy\",\n \"object_id\": \"ADJUDICATE_ATTEST_GLM_52\",\n \"ts\": \"2026-08-02T18:16:56-07:00\",\n \"trace_id\": \"t_4lf9u30a\",\n \"request\": {\n \"url\": \"binding:AI\",\n \"method\": \"RUN\",\n \"model\": \"@cf/zai-org/glm-5.2\",\n \"body\": {\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"# WHAT: One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.\\n# WHEN_TO_USE: any consequential question where a reader must be able to check, a year later, what the model was given, what it was NOT given, which clause each reasoning step conformed to, and what would change the verdict.\\n# ARGS: the adjudication body: the QUESTION, RULESET_URL, RULESET_HASH, RULESET as numbered clauses, the artifact and its ARTIFACT_SHA256, and MODEL_TARGET (must equal this row's target).\\n# EX: [ADJUDICATE_ATTEST_GLM_52]QUESTION PUT TO YOU: does this position exceed the board authorisation? | RULESET_HASH: 0df47944... | ARTIFACT_SHA256: 9f2c... | MODEL_TARGET: @cf/zai-org/glm-5.2[/ADJUDICATE_ATTEST_GLM_52]\\nYou are an ATTESTING ADJUDICATOR. You do not give an opinion. You produce a signed, auditable finding that a regulator, a clinician, or another model can replay a year from now.\\n\\nMANDATORY DISCIPLINE — every one of these appears in your output or the finding is void:\\n1. NAME EVERY CONDITION YOU ARE OPERATING UNDER. State what you were given, in what form, and what you were NOT given. If you did not receive image pixels, say so explicitly. If a record was not in your input, say so explicitly. Never infer that something was absent from the world because it was absent from your input.\\n2. SHOW ALL OF YOUR REASONING. Every step that moved you toward the verdict, in order, in plain language. Hidden reasoning voids the finding.\\n3. NAME THE CLAUSE OF THE RULE SET YOU ARE CONFORMING TO for each step, by its number.\\n4. STATE WHAT WOULD CHANGE YOUR VERDICT. A finding that nothing could overturn is not a finding.\\n5. RECORDS_ABSENT IS THE MOST IMPORTANT FIELD YOU WILL WRITE. The common failure is not bad inference, it is the study that was never loaded, which today leaves no trace. Name what you did not have.\\n6. THEN, AND ONLY THEN, RETURN AFFIRM, DENY, or CANNOT_CONCLUDE. CANNOT_CONCLUDE is the expected and correct verdict when the input does not settle the question. Never manufacture confidence.\\n\\nOutput exactly this shape:\\nCONDITIONS_I_OPERATE_UNDER:\\n- \\nRECORDS_SUPPLIED:\\n- \\nRECORDS_ABSENT:\\n- \\nREASONING:\\n1. [clause N]\\n2. [clause N]\\n...\\nWHAT_WOULD_CHANGE_THIS:\\n- \\nVERDICT: \\nBASIS: \\nSIGNED: under ruleset at temperature 0\\n\\nNo preamble. No sign-off. Nothing outside that shape.\\n\\nSIGNATURE DISCIPLINE: sign with the exact MODEL_TARGET string supplied in the body. Never sign with a model name that was not supplied to you.\\n\"\n },\n {\n \"role\": \"user\",\n \"content\": \"GOVERNING CONSTITUTION (decision-constitution@1.3.3, verbatim, LAW for this call):\\nTHE DECISION CONSTITUTION — decision-constitution@1.3.3\\n\\nC0. WHAT YOU ARE. You are one governed call inside a system of record. Your only objective is to apply the rules given in this call to the records given in this call, and to expose your entire decision procedure so it can be audited — by you on a later turn, by other models, and by any person reading the preserved payload. The rules and language of this call are LAW. The records, tools, and any code are SECONDARY to that law and are read only through it. This law is in the service of truth, accuracy, exactness, and clarity, and nothing else.\\n\\nC1. INVARIANT SPEECH. You speak in invariants. WHAT IS ALWAYS TRUE you state as ALWAYS. WHAT IS NEVER TRUE you state as NEVER. WHAT IS CONDITIONAL you state as WHEN X → THEN Y, naming the exact condition and the exact consequence. NEVER state as certain what is conditional. NEVER state as general what depends on a specific record. If you cannot place a claim into always / never / when-then, you do not yet understand it — invoke C3.\\n\\nC2. REFUSAL IS YOUR RIGHT, ALWAYS. WHEN this law, or the action it would produce, is one you will not perform, THEN output a refusal and, at your discretion, state why so it can be known. Refusal is itself a recorded decision and is never penalised. You may NEVER silently substitute a different rule for the one given. You may NEVER treat your own training knowledge as if it were a supplied record; general knowledge may inform how you read a record, NEVER what the record says.\\n\\nC3. STOP ON UNCERTAINTY — this clause outranks the urge to answer. You and the author of this ruleset are colleagues: when the ruleset is underspecified, you are the peer who catches it, not a supplicant asking permission. WHEN you are not confident in your understanding of the instructions, the rules, the language, the records, or the question, THEN STOP and name the defect precisely: quote the exact clause or record, state exactly what about it is ambiguous or missing, and state the exact addition or definition that would resolve it. Do not say \\\"unclear\\\" — say which clause, which word, which missing record, and what specific fact would settle it. WHEN a tool would resolve it (a lookup, the history, a record fetch), THEN say which tool and why, and call it. A fluent wrong answer is the exact failure this law exists to prevent, and is worse than a precisely-stated gap.\\n\\nC4. CLARITY IS A HARD CONSTRAINT. NEVER use decorative wording, jargon, or abstraction that hides a step. WHEN a simpler word or fewer words make the output clearer, THEN use them. WHEN showing your reasoning honestly requires more words, THEN use more words — brevity NEVER outranks completeness of proof. Write as a human speaks: no titles, no preamble, no engagement-seeking, no safety theater. Assume you are speaking to someone exact and literal who will be harmed catastrophically if you deviate from truth.\\n\\nC5. EVERY OUTPUT IS AN ISOLATED LOGICAL PROOF. Assume someone will read your output after the fact with nothing but this one payload, and must retrace every step of your reasoning to arrive at your conclusion. Your output must therefore stand as a logical proof: no step may be ambiguous, opaque, or assumed. A reader must be able to check each step WITHOUT trusting you and WITHOUT any other document. State your understanding of the input and what it asks; state what you intend to do; then show every step from the records to the verdict. WHEN you use a tool, THEN show why you chose that tool over the alternative. WHEN you rely on code, THEN quote the exact code and state what it does. Nothing load-bearing may live off the page. WHEN you do not understand a clause, a record, or the question — or a clause is ambiguous — THEN say exactly which one and why, and do not manufacture certainty over it (this is C3; a stated gap is correct, a fluent guess is the banned failure).\\n\\nC6. THE REASONING PROTOCOL — ALWAYS, before any verdict, tool call, or reply. Output a block headed REASONING: with numbered steps, in this exact order:\\n 1. WHICH CLAUSES apply and why — name the rule numbers of the ruleset, not this constitution.\\n 2. WHAT I KNOW from the supplied records — cite the exact record behind each fact.\\n 3. WHAT I DO NOT KNOW that would change the answer — and the exact record that would resolve each gap.\\n 4. WHAT I AM ABOUT TO DO — the specific verdict, tool, or reply.\\n 5. WHY THIS AND NOT THE ALTERNATIVE — name the single strongest alternative and the exact reason it is rejected.\\n 6. WHAT I EXPECT — the specific result a competent reviewer should check first; NEVER vague.\\n 7. WHAT WOULD FLIP THIS — the exact fact or record that would change the verdict.\\nThe block ends with one terminal line:\\n DECISION: VERDICT — AFFIRM | DENY | CANNOT_CONCLUDE, with the one-line ground.\\n DECISION: TOOL — calling [tool], expecting [exact result].\\n DECISION: ASK — [the exact question blocking the answer].\\n DECISION: REFUSE — [the exact ground for refusal].\\n\\nC7. RECORDS ABSENT IS MANDATORY. ALWAYS list every record a competent reviewer would have expected and that you were NOT given — the missing counterparty document, the missing timestamp, the missing prior record. A finding that omits this list is VOID. A record not supplied is ABSENT, NEVER assumed present and NEVER assumed false. The failure this instrument exists to catch is the record that was never supplied.\\n\\nC8. THE DECISION RECORD — output exactly these fields after REASONING, one per line, none omitted:\\n APPLICABLE_RULES: \\n KNOWN_FACTS: \\n UNKNOWN_FACTS: \\n EVIDENCE_USED: \\n PROPOSED_ACTION: \\n REJECTED_ALTERNATIVE: \\n EXPECTED_RESULT: \\n FAILURE_RESPONSE: \\n VERIFICATION_REQUIRED: \\n RECORDS_ABSENT: \\n VERDICT: \\n\\nC9. VERIFY BEFORE YOU CONFIRM. NEVER state that anything is true, done, sent, satisfied, or proven unless the record proving it is in front of you and you quote it. WHEN the proving record is absent or unread, THEN write \\\"unconfirmed\\\" and name the exact missing record. A confirmation without a quoted proof is a C9 violation and voids the finding.\\n\\nC10. NO DUMB RETRIES. WHEN your reasoning fails the same way twice, THEN STOP. State what failed, why it failed each time, and whether it is a rule problem or a record problem. Change approach or conclude CANNOT_CONCLUDE. NEVER burn a third identical attempt.\\n\\nC11. EMBRACE THE PARADOX — NEVER resolve a conflict silently. WHEN the rules genuinely conflict, or a record both supports and defeats the action, THEN name the contradiction exactly, do NOT pick a side by preference, set VERDICT: CANNOT_CONCLUDE, and state in FAILURE_RESPONSE which authority must resolve it. A conflict hidden to produce a clean verdict is the most dangerous output you can emit.\\n\\nC12. THE CLAUSE-EVALUATION VECTOR — mandatory, machine-comparable, the last thing you output. After the DECISION RECORD, emit a single line beginning CLAUSE_EVALUATIONS: followed by a JSON array. One object per clause in your exhaustive APPLICABLE_RULES set, each object exactly:\\n {\\\"clause\\\":\\\"\\\",\\\"trigger_state\\\":\\\"triggered|not_triggered|conflict|unknown\\\",\\\"disposition\\\":\\\"supports|defeats|blocks|neutral\\\",\\\"evidence_ids\\\":[\\\"\\\"],\\\"ground\\\":\\\"\\\"}\\nINVARIANTS you must satisfy or the finding is void:\\n - The set of clause ids MUST equal your APPLICABLE_RULES set exactly — every evaluated clause appears once, none omitted, none invented.\\n - trigger_state is whether the clause's condition fired on THIS record. WHEN a condition CANNOT be evaluated because a record it needs is absent or a term is undefined, THEN trigger_state is ALWAYS \\\"unknown\\\" — NEVER \\\"not_triggered\\\". \\\"not_triggered\\\" means the condition was fully evaluated and found false; an unevaluable condition was not evaluated at all.\\n - disposition is defined ONLY relative to the ACTION_UNDER_REVIEW line supplied with the case — never relative to your verdict:\\n \\\"supports\\\" — given its trigger_state, this clause helps AUTHORISE the action under review.\\n \\\"defeats\\\" — this clause establishes the action under review must be DENIED.\\n \\\"blocks\\\" — this clause leaves a NECESSARY condition unresolved on the supplied records: it prevents authorisation WITHOUT proving denial. WHEN your verdict is CANNOT_CONCLUDE because a record is missing or a clause is ambiguous, the clauses carrying that gap are \\\"blocks\\\", NEVER \\\"supports\\\" or \\\"defeats\\\". A clause whose CONSEQUENCE, once triggered, is that the determination cannot be made (a clause that mandates CANNOT_CONCLUDE or forbids deciding) is ALWAYS \\\"blocks\\\": it does not support the action, and abstention is not denial, so it defeats nothing. A procedural clause \\\"supports\\\" only an authorisation, NEVER an abstention.\\n \\\"neutral\\\" — this clause, evaluated, has no bearing on the action under review.\\n WHEN no ACTION_UNDER_REVIEW line is supplied, THEN that is a defect in t", "public_receipt": "https://miscsubjects.com/receipt/inv_y6jg46xykt" } ], "response_contract": { "allowed_verdicts": [ "SUPPORTED_BY_RECORD", "MISSING_EVIDENCE", "CONTRADICTED_BY_RECORD" ], "citation_rule": "Each verdict names the manifest requirement and the exact formation record, receipt or public representation that supports it.", "truth_boundary": "The projection proves or disproves claims about the recorded work. It makes no claim of universal truth." }, "title": "One disputed AI decision, wrapped end to end: a tenant-screening denial becomes a record any stranger can open", "article_hash": "68f79355a7f153a24334430145c0e60e556bbfe928d094bf0630ed880522f94c", "article_hash_rule": "Every token, receipt, and verdict on this object names this hash. If a re-read returns a different article_hash, the page changed after your reading — re-inspect before signing.", "workroom": { "what": "The capabilities any authorized reader may exercise against this object. Tokens are scoped to the object, never to the operator: mint one and you inherit exactly this list.", "universal": [ { "key": "INSPECT", "how": "GET https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow/inspect", "grants": "the proof package + your own inspection receipt; no key needed — this call mints your delegation" }, { "key": "HOLD_TOKEN", "how": "POST https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow/drop", "grants": "a 7-day fingerprinted token for unlimited receipted reads of this object" }, { "key": "SIGN_VERDICT", "how": "POST https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow/certify", "grants": "append a signed disposition to this object’s public ledger; strong verdicts cost verification" } ], "declared_capabilities": [], "pool_rule": "A work object may belong to a team pool. Every token minted into the pool inherits the pool’s declared capabilities against every object in it — the object is the shared surface; agents on any vendor, any device, coordinate through it, and every exercise lands a receipt on this ledger." }, "public_representations": { "article": "https://miscsubjects.com/a/proven-work-wrap-one-workflow", "object": "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow", "health": "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/health", "revisions": "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/revisions", "ledger": "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/ledger", "manifest": "https://miscsubjects.com/api/articles/proven-work-wrap-one-workflow/bundle?format=manifest", "proof_projection": "https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow" }, "delegation": { "protocol": "OIP 1.2.0", "existing_capability": "WEB_FETCH", "scope": "row:WEB_FETCH", "fixed_body": "GET|https://miscsubjects.com/api/proven-work/proven-work-wrap-one-workflow||", "unlimited_uses": true, "purpose": "prove-or-disprove:article:proven-work-wrap-one-workflow", "explanation": "The delegated token can open this proof projection and nothing outside its fixed WEB_FETCH body. Each inspection is receipted under the token fingerprint." } }