## §OIP SYSTEM ARTICLE — ADJUDICATE (15 operations)
A generated article for one OIP shelf. It lists every operation in this API/CLI/MCP/device/model/core subsystem, links each leaf article, and gives the ledger path for proof.

### Read Order
- scan operations
- open a leaf doc
- run via run_now or POST /api/dispatch
- open receipt
- repair/replay if needed

### Operations
- **ADJUDICATE_PROBE** — Known-answer probe for an adjudication panel. Runs claims whose correct verdict is declared IN ADVANCE through
  when: before relying on any panel verdict for a consequence, and at a low rate continuously inside the live adjudication stream.
  args: probe_set_slug|panel_keys_csv
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_PROBE&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_PROBE&body=ruleset-claim-support%7CADJUDICATE_KIMI%2CADJUDICATE_GROK%2CADJUDICATE_GLM&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_PROBE
- **ADJUDICATE_HUMAN_REVIEW** — Record a named human reviewer's finding on an adjudication, with BLINDED as a required field. A reviewer who c
  when: after a model panel has run, before any finding is relied on for a consequence.
  args: RULESET_HASH, ARTIFACT_HASH, REVIEWER, BLINDED, VERDICT, BASIS, DATE.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_HUMAN_REVIEW&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_HUMAN_REVIEW&body=RULESET_HASH%3A%200dd9afef%20%7C%20ARTIFACT_HASH%3A%206b0d...%20%7C%20REVIEWER%3A%20Jane%20Roe%2C%20compliance%20counsel%20%7C%20BLINDED%3A%20true%20%7C%20VERDICT%3A%20CANNOT_CONCLUDE%20%7C%20BASIS%3A%20provision%20addresses%20providers%3B%20characterisation%20of%20the%20site%20is%20not%20in%20the%20supplied%20text%20%7C%20DATE%3A%202026-07-30&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_HUMAN_REVIEW
- **ADJUDICATE_KIMI_K27** — One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a cont
  when: you need a checkable finding about whether a source supports a claim, whether a statutory obligation applies, whether a record was in a data
  args: the adjudication body: RULESET_URL, RULESET_HASH, RULESET, CLAIM, ARTIFACT_HASH, MODEL_TARGET (must equal this row's target), SOURCE, optional PRIOR_FINDINGS.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_KIMI_K27&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_KIMI_K27&body=RULESET_HASH%3A%20%3Chash%3E%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmoonshotai%2Fkimi-k2.7-code%20%7C%20CLAIM%3A%20...%20%7C%20SOURCE%3A%20...&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_KIMI_K27
- **ADJUDICATE_KIMI_K26** — One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a cont
  when: you need a checkable finding about whether a source supports a claim, whether a statutory obligation applies, whether a record was in a data
  args: the adjudication body: RULESET_URL, RULESET_HASH, RULESET, CLAIM, ARTIFACT_HASH, MODEL_TARGET (must equal this row's target), SOURCE, optional PRIOR_FINDINGS.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_KIMI_K26&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_KIMI_K26&body=RULESET_HASH%3A%20%3Chash%3E%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmoonshotai%2Fkimi-k2.6%20%7C%20CLAIM%3A%20...%20%7C%20SOURCE%3A%20...&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_KIMI_K26
- **ADJUDICATE_GLM_52** — One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a cont
  when: you need a checkable finding about whether a source supports a claim, whether a statutory obligation applies, whether a record was in a data
  args: the adjudication body: RULESET_URL, RULESET_HASH, RULESET, CLAIM, ARTIFACT_HASH, MODEL_TARGET (must equal this row's target), SOURCE, optional PRIOR_FINDINGS.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_GLM_52&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_GLM_52&body=RULESET_HASH%3A%20%3Chash%3E%20%7C%20MODEL_TARGET%3A%20%40cf%2Fzai-org%2Fglm-5.2%20%7C%20CLAIM%3A%20...%20%7C%20SOURCE%3A%20...&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_GLM_52
- **ADJUDICATE_GLM_FLASH** — One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a cont
  when: you need a checkable finding about whether a source supports a claim, whether a statutory obligation applies, whether a record was in a data
  args: the adjudication body: RULESET_URL, RULESET_HASH, RULESET, CLAIM, ARTIFACT_HASH, MODEL_TARGET (must equal this row's target), SOURCE, optional PRIOR_FINDINGS.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_GLM_FLASH&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_GLM_FLASH&body=RULESET_HASH%3A%20%3Chash%3E%20%7C%20MODEL_TARGET%3A%20%40cf%2Fzai-org%2Fglm-4.7-flash%20%7C%20CLAIM%3A%20...%20%7C%20SOURCE%3A%20...&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_GLM_FLASH
- **ADJUDICATE_LLAMA_33** — One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a cont
  when: you need a checkable finding about whether a source supports a claim, whether a statutory obligation applies, whether a record was in a data
  args: the adjudication body: RULESET_URL, RULESET_HASH, RULESET, CLAIM, ARTIFACT_HASH, MODEL_TARGET (must equal this row's target), SOURCE, optional PRIOR_FINDINGS.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_LLAMA_33&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_LLAMA_33&body=RULESET_HASH%3A%20%3Chash%3E%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmeta%2Fllama-3.3-70b-instruct-fp8-fast%20%7C%20CLAIM%3A%20...%20%7C%20SOURCE%3A%20...&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_LLAMA_33
- **ADJUDICATE_ADVERSARY_GLM52** — The mandatory recorded adversary in an adjudication. Argues the strongest honest case AGAINST the panel majori
  when: always, on any adjudication whose finding will be relied on. A panel with no recorded dissent is a poll.
  args: RULESET, RULESET_HASH, CLAIM, SOURCE, MAJORITY, MODEL_TARGET.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ADVERSARY_GLM52&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ADVERSARY_GLM52&body=RULESET_HASH%3A%20%3Chash%3E%20%7C%20MAJORITY%3A%20AFFIRM%20%7C%20MODEL_TARGET%3A%20%40cf%2Fzai-org%2Fglm-5.2%20%7C%20CLAIM%3A%20...%20%7C%20SOURCE%3A%20...&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ADVERSARY_GLM52
- **ADJUDICATE_IMAGE_LLAMA32** — One signed attesting finding over an IMAGE plus a supplied record, under a rule set pinned at a content hash. 
  when: any question whose answer depends on an image AND a record, where the reader must be able to check a year later what the model was given, wh
  args: the adjudication body. Must contain RULESET_URL, RULESET_HASH, RULESET (numbered clauses), the question, IMAGE_URL on its own line (https; the bytes are fetched and hashed into the recorded request), IMAGE_SHA256, the record and its hash, and MODEL_TARGET.
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_IMAGE_LLAMA32&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_IMAGE_LLAMA32&body=QUESTION%20PUT%20TO%20YOU%3A%20is%20a%20nodule%20present%3F%20%7C%20RULESET_HASH%3A%20c8823baf...%20%7C%20IMAGE_URL%3A%20https%3A%2F%2Fmiscsubjects.com%2Fimg%2Fgen%2Fx.png%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmeta%2Fllama-3.2-11b-vision-instruct&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_IMAGE_LLAMA32
- **ADJUDICATE_ATTEST_KIMI_K27** — One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCL
  when: 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
  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).
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ATTEST_KIMI_K27&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ATTEST_KIMI_K27&body=QUESTION%20PUT%20TO%20YOU%3A%20does%20this%20position%20exceed%20the%20board%20authorisation%3F%20%7C%20RULESET_HASH%3A%200df47944...%20%7C%20ARTIFACT_SHA256%3A%209f2c...%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmoonshotai%2Fkimi-k2.7-code&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_KIMI_K27
- **ADJUDICATE_ATTEST_KIMI_K26** — One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCL
  when: 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
  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).
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ATTEST_KIMI_K26&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ATTEST_KIMI_K26&body=QUESTION%20PUT%20TO%20YOU%3A%20does%20this%20position%20exceed%20the%20board%20authorisation%3F%20%7C%20RULESET_HASH%3A%200df47944...%20%7C%20ARTIFACT_SHA256%3A%209f2c...%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmoonshotai%2Fkimi-k2.6&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_KIMI_K26
- **ADJUDICATE_ATTEST_GLM_52** — One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCL
  when: 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
  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).
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ATTEST_GLM_52&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ATTEST_GLM_52&body=QUESTION%20PUT%20TO%20YOU%3A%20does%20this%20position%20exceed%20the%20board%20authorisation%3F%20%7C%20RULESET_HASH%3A%200df47944...%20%7C%20ARTIFACT_SHA256%3A%209f2c...%20%7C%20MODEL_TARGET%3A%20%40cf%2Fzai-org%2Fglm-5.2&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_GLM_52
- **ADJUDICATE_ATTEST_GLM_FLASH** — One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCL
  when: 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
  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).
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ATTEST_GLM_FLASH&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ATTEST_GLM_FLASH&body=QUESTION%20PUT%20TO%20YOU%3A%20does%20this%20position%20exceed%20the%20board%20authorisation%3F%20%7C%20RULESET_HASH%3A%200df47944...%20%7C%20ARTIFACT_SHA256%3A%209f2c...%20%7C%20MODEL_TARGET%3A%20%40cf%2Fzai-org%2Fglm-4.7-flash&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_GLM_FLASH
- **ADJUDICATE_ATTEST_LLAMA_33** — One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCL
  when: 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
  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).
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ATTEST_LLAMA_33&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ATTEST_LLAMA_33&body=QUESTION%20PUT%20TO%20YOU%3A%20does%20this%20position%20exceed%20the%20board%20authorisation%3F%20%7C%20RULESET_HASH%3A%200df47944...%20%7C%20ARTIFACT_SHA256%3A%209f2c...%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmeta%2Fllama-3.3-70b-instruct-fp8-fast&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_LLAMA_33
- **ADJUDICATE_ATTEST_ADVERSARY_GLM52** — One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCL
  when: 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
  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).
  doc: https://miscsubjects.com/api/dispatch?key=ADJUDICATE_ATTEST_ADVERSARY_GLM52&format=markdown
  run: https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_ATTEST_ADVERSARY_GLM52&body=QUESTION%20PUT%20TO%20YOU%3A%20does%20this%20position%20exceed%20the%20board%20authorisation%3F%20%7C%20RULESET_HASH%3A%200df47944...%20%7C%20ARTIFACT_SHA256%3A%209f2c...%20%7C%20MODEL_TARGET%3A%20%40cf%2Fzai-org%2Fglm-5.2&share=<TOKEN>
  history: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_ADVERSARY_GLM52

### Troubleshooting
- If a row's example has placeholders, replace only the placeholder values and preserve separators.
- If a call fails, open its receipt and repair it with POST /api/dispatch {key, body, repairs:'inv_ID'}.
- If token scope denies this system, ask the owner for a row:/rows:/pfx: token scoped to the exact operation set.

Back to the tree: https://miscsubjects.com/api/dispatch?map=1&format=markdown