{"slug":"oip-invariant-17-317-attractors-dynamical-systems-chaos","verification":{"valid":true,"entries":5,"head":"b933c120a7cdaea11e7c3e93b8d06c15640e534c5c7b71c1c9ceb4f50252b79b"},"energy":{"passes":5,"tokens_in":2875,"tokens_out":1882,"tokens_total":4757,"cost_usd":0,"models":{"claude-fable-5":2,"grok/grok-4.3":1,"scorer":1,"owner":1},"head":"b933c120a7cdaea11e7c3e93b8d06c15640e534c5c7b71c1c9ceb4f50252b79b"},"provenance":[{"ts":"2026-07-04T04:33:49.232Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"2a047bd489ea85666990981c2b0113b44faca0e8bfc5c626057df576f3962d47"},{"ts":"2026-07-04T05:01:47.516Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"2a047bd489ea85666990981c2b0113b44faca0e8bfc5c626057df576f3962d47","hash":"0e0f076b9adf54168e0bd6f753f1a15b23adde1e586642ac275a11c76c1e4c63"},{"ts":"2026-07-07T08:10:56.175Z","model":"grok/grok-4.3","action":"atomize","prompt":"You are the claim atomizer for the miscsubjects.com philosophy and OIP corpus. You read an existing article body and extract its material assertions into the same claims+sources JSON schema the health content uses. The body is read-only input.\n\nALWAYS:\n- Extract every material assertion as one atomic claim, tied to the ## section it came from.\n- Tier honestly: human = empirically established; mechanistic = formally proven or mathematical; anecdotal = historical or textual attribution; speculative = metaphysical or interpretive.\n- Attach real sources (primary works, papers, books) with exact quotes only where you can verify them; otherwise mark the claim unsourced.\n- Prefer fewer, harder claims over many soft ones.\n\nNEVER:\n- Never rewrite, summarize, or output the body.\n- Never invent a URL, quote, or publication.\n- Never duplicate an existing claim text.","input":"atomize oip-invariant-17-317-attractors-dynamical-systems-chaos","response":"{\n  \"claims\": [\n    {\n      \"id\": \"c1\",\n      \"text\": \"Systems fall toward characteristic states\",\n      \"section\": \"## 3.17 Attractors / dynamical systems / chaos\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Core assertion defining attractors in dynamical systems\"\n    },\n    {\n      \"id\": \"c2\",\n      \"text\": \"Determinism can still be unpredictable\",\n      \"section\": \"## 3.17 Attractors / dynamical systems / chaos\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Core assertion on chaos within deterministic systems\"\n    },\n    {\n      \"id\": \"c3\",\n      \"text\": \"The topic draws from Poincaré, Lorenz (strange attractors), Feigenbaum (universal period-doubling constant), and Thom (catastrophe theory)\",\n      \"section\": \"## 3.17 Attractors / dynamical systems / chaos\",\n      \"tier\": \"anecdotal\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Historical attribution of foundational contributors\"\n    }\n  ],\n  \"sources\": []\n}","tokens_in":2875,"tokens_out":1882,"cost":0,"prev":"0e0f076b9adf54168e0bd6f753f1a15b23adde1e586642ac275a11c76c1e4c63","hash":"d9d204e125fb0eb214cd5fb6417d0a4b8e89665b3a5db0bf6a57697415c254b7"},{"ts":"2026-07-07T08:10:56.488Z","model":"scorer","action":"score","prompt":"","input":"oip-invariant-17-317-attractors-dynamical-systems-chaos","response":"[]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"d9d204e125fb0eb214cd5fb6417d0a4b8e89665b3a5db0bf6a57697415c254b7","hash":"ec8ecb8861fcb30063ec1425ad5d6000f66dee9c2a24976953563b67c9065204"},{"ts":"2026-07-17T02:36:15.206Z","model":"owner","action":"voxel_divide","prompt":"","input":"oip-invariant-17-317-attractors-dynamical-systems-chaos","response":"5 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"ec8ecb8861fcb30063ec1425ad5d6000f66dee9c2a24976953563b67c9065204","hash":"b933c120a7cdaea11e7c3e93b8d06c15640e534c5c7b71c1c9ceb4f50252b79b"}]}