the whole object this page is drawn from, as JSON · Open JSON {
"schema": "https://miscsubjects.com/schemas/jarticle.json",
"status": "published",
"slug": "model-higgsfield-gpt-image-2-5",
"title": "GPT Image 2.5",
"kind": "model",
"facts": {
"provider": "higgsfield",
"modality": "image",
"catalog_slug": "gpt_image_2_5",
"credits": 0.25,
"rules": {
"source_sheet_row": 128,
"type": "image / connected catalog",
"prompt_limit": "not stated in catalog",
"parameters": {
"required": 0,
"model_specific": 4,
"wrapper_fields": "additional"
},
"reference_input": {
"name": "medias",
"type": "image",
"roles": [
"image_references"
]
},
"workflow": "generate_image",
"example_params": {
"model": "gpt_image_2_5",
"count": 1,
"variant": "flare",
"quality": "low",
"resolution": "1k"
},
"variants": [
"flare",
"sunburst"
],
"quality_levels": "five, Low to Max (ring-1, via Higgsfield fashion guide)",
"output_resolutions": [
"1K",
"2K",
"4K"
],
"additional_credit_quotes": [
{
"credits": 3,
"basis": "per image at 3:4, 2K, Flare, quality High — Higgsfield fashion guide table checked 2026-11-05 (ring-1)"
}
],
"rules_sources": [
"sheet row 128 incl. column H example params",
"05-higgsfield-ring1.md (gpt_image_2_5 entry)"
]
}
},
"type": "article",
"created": "2026-11-05T22:22:17.953Z",
"updated": "2026-11-05T22:22:17.953Z",
"version": 1,
"hash": "c7c5f07be1758376381aadb9dd7de66cf9dd975d9cdd876cfa22baabe0275282",
"theme": "https://miscsubjects.com/article-theme.json",
"styling": {
"scope": "shared",
"theme_ref": "https://miscsubjects.com/article-theme.json"
},
"page": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5",
"json": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5.json",
"markdown": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5.md",
"calls": [
{
"what": "this article as a page (no key)",
"method": "GET",
"url": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5",
"headers": {}
},
{
"what": "this article as its object (no key)",
"method": "GET",
"url": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5.json",
"headers": {}
},
{
"what": "this article as Markdown (no key)",
"method": "GET",
"url": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5.md",
"headers": {}
},
{
"what": "the object with its hash, drafts too",
"method": "GET",
"url": "https://miscsubjects.com/api/jarticles/model-higgsfield-gpt-image-2-5",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>"
}
},
{
"what": "one piece and that piece’s hash",
"method": "GET",
"url": "https://miscsubjects.com/api/jarticles/model-higgsfield-gpt-image-2-5/at?path=facts",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>"
}
},
{
"what": "grep: every key or value that matches, with the path to change it",
"method": "GET",
"url": "https://miscsubjects.com/api/jarticles/model-higgsfield-gpt-image-2-5/grep?q=owner",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>"
}
},
{
"what": "change pieces (set, merge, delete, append, insert, move); if-match is the hash",
"method": "PATCH",
"url": "https://miscsubjects.com/api/jarticles/model-higgsfield-gpt-image-2-5",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>",
"content-type": "application/json",
"if-match": "<hash from the read>"
},
"body": {
"ops": [
{
"op": "set",
"path": "facts.example",
"value": 1
}
]
}
},
{
"what": "replace the whole object",
"method": "PUT",
"url": "https://miscsubjects.com/api/jarticles/model-higgsfield-gpt-image-2-5",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>",
"content-type": "application/json",
"if-match": "<hash>"
},
"body": {
"slug": "model-higgsfield-gpt-image-2-5",
"title": "…"
}
},
{
"what": "fetch every source, hash what came back and check the quote is in it",
"method": "POST",
"url": "https://miscsubjects.com/api/jarticles/model-higgsfield-gpt-image-2-5/verify",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>",
"content-type": "application/json"
},
"body": {}
},
{
"what": "an Obsidian-style command",
"method": "POST",
"url": "https://miscsubjects.com/api/jarticles/cli",
"headers": {
"x-terminal-key": "<YOUR_TERMINAL_KEY>",
"content-type": "application/json"
},
"body": {
"command": "backlinks",
"file": "model-higgsfield-gpt-image-2-5"
}
}
],
"entities": {
"model-higgsfield-gpt-image-2-5": {
"id": "model-higgsfield-gpt-image-2-5",
"label": "GPT Image 2.5",
"type": "model",
"page": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5",
"json": "https://miscsubjects.com/a/model-higgsfield-gpt-image-2-5.json"
}
},
"relationships": {
"upward": {
"total": 0,
"offset": 0,
"limit": 50,
"items": [],
"next": null
},
"downward": {
"total": 0,
"offset": 0,
"limit": 50,
"items": [],
"next": null
},
"sideways": {
"total": 0,
"offset": 0,
"limit": 50,
"items": [],
"next": null
},
"references": {
"total": 0,
"offset": 0,
"limit": 50,
"items": [],
"next": null
},
"referenced_by": {
"total": 0,
"offset": 0,
"limit": 50,
"items": [],
"next": null
}
},
"hierarchy": {
"paths": [],
"order": "subject to parent to ancestor",
"complete": true,
"cycles": [],
"limits": {
"depth": 12,
"objects": 250
},
"unresolved_refs": []
},
"reference_contract": {
"canonical_id": "slug",
"entity_lookup": "entities[ref]; # resolves to this object via self_ref",
"self_ref": "model-higgsfield-gpt-image-2-5",
"entity_fields": "page and json are canonical object links; source_url is the external source",
"directions": {
"upward": "Parents and collections containing this object; predicate distinguishes location from membership.",
"downward": "Objects naming this object as their parent, container or collection.",
"sideways": "Associations and objects sharing a direct parent.",
"references": "Objects referenced by this record.",
"referenced_by": "Published articles referencing this record."
},
"predicates": {
"part_of": "Declared parent hierarchy.",
"located_in": "Location asserted on this object.",
"associated_parcel": "Associated parcel, a separate object with its own jurisdiction and facts.",
"member_of": "Collection membership, not geographic containment.",
"included_in": "Editorial nesting, not geographic containment.",
"shares_parent": "Shares the identified parent; no other relationship is implied.",
"related_to": "An association with no more specific predicate recorded."
},
"scope": "Published article objects; Atlas inventories have their own counted, paged links. An association does not transfer facts or jurisdiction. An absent neighborhood means no neighborhood relationship is recorded."
},
"hash_spec": {
"algorithm": "sha256",
"encoding": "lowercase hexadecimal",
"scope": "stored record; hash is also the write concurrency token",
"included_keys": [
"created",
"facts",
"kind",
"schema",
"slug",
"status",
"title",
"type",
"updated",
"version"
],
"field_overrides": {
"schema": "jarticle/1"
},
"canonicalization": "Select included_keys from this response, apply field_overrides, recursively sort object keys using JavaScript Object.keys().sort(), retain array order, serialize primitives with JSON.stringify, join without whitespace, hash UTF-8 bytes.",
"updated_included": true,
"generated_fields": "All fields absent from included_keys are excluded. Relationship counts and theme references are generated and can change without changing the stored-record hash."
}
}