{"slug":"oip-node-c06-information-entropy-compression","verification":{"valid":true,"entries":5,"head":"5a3c55268c351d39871017be9c8531dafc6776cd008eefcf7639e200246f94b7"},"energy":{"passes":5,"tokens_in":3443,"tokens_out":2088,"tokens_total":5531,"cost_usd":0,"models":{"claude-fable-5":2,"grok/grok-4.3":1,"scorer":1,"owner":1},"head":"5a3c55268c351d39871017be9c8531dafc6776cd008eefcf7639e200246f94b7"},"provenance":[{"ts":"2026-07-04T04:34:00.635Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"a8367c42d14e96c1240f88e628f3b19b8bdd85a4c6c5f48aa9ee2d112f983cc8"},{"ts":"2026-07-04T05:01:57.984Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"a8367c42d14e96c1240f88e628f3b19b8bdd85a4c6c5f48aa9ee2d112f983cc8","hash":"35cbbeaad6b8bcc294088246bb12b68149b7fcd6b3db698a4bf455a203cd195b"},{"ts":"2026-07-07T08:01:00.449Z","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-node-c06-information-entropy-compression","response":"{\n  \"claims\": [\n    {\n      \"id\": \"c1\",\n      \"text\": \"Order is compressibility.\",\n      \"section\": \"C06 — Information / Entropy / Compression\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Core assertion equating order with a fundamental property of information.\"\n    },\n    {\n      \"id\": \"c2\",\n      \"text\": \"Physical erasure of information has a minimum thermodynamic cost of kT ln(2) per bit.\",\n      \"section\": \"C06 — Information / Entropy / Compression\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"States the Landauer bound as a physical limit on information destruction.\"\n    },\n    {\n      \"id\": \"c3\",\n      \"text\": \"Information is physical.\",\n      \"section\": \"C06 — Information / Entropy / Compression\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Unifies information theory with physical laws.\"\n    },\n    {\n      \"id\": \"c4\",\n      \"text\": \"Shannon entropy H = -Σ p_i log p_i measures information content.\",\n      \"section\": \"C06 — Information / Entropy / Compression\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Formal definition linking probability to information measure.\"\n    },\n    {\n      \"id\": \"c5\",\n      \"text\": \"Boltzmann entropy S = k ln W counts microstates.\",\n      \"section\": \"C06 — Information / Entropy / Compression\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Links statistical mechanics entropy to counting of states.\"\n    },\n    {\n      \"id\": \"c6\",\n      \"text\": \"Erasing one bit of information requires dissipation of at least kT ln(2) of heat.\",\n      \"section\": \"C06 — Information / Entropy / Compression\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Speci","tokens_in":3443,"tokens_out":2088,"cost":0,"prev":"35cbbeaad6b8bcc294088246bb12b68149b7fcd6b3db698a4bf455a203cd195b","hash":"b7b671a394e66a6675ac5ce827c122f85b3c329ae9a5f2215b80f0b90fda1dab"},{"ts":"2026-07-07T08:01:00.762Z","model":"scorer","action":"score","prompt":"","input":"oip-node-c06-information-entropy-compression","response":"[]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"b7b671a394e66a6675ac5ce827c122f85b3c329ae9a5f2215b80f0b90fda1dab","hash":"2cadc86aeec587f3f75c660caea3a85d3f3fb168a57d6e513ab32132a327e256"},{"ts":"2026-07-17T02:36:19.774Z","model":"owner","action":"voxel_divide","prompt":"","input":"oip-node-c06-information-entropy-compression","response":"5 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"2cadc86aeec587f3f75c660caea3a85d3f3fb168a57d6e513ab32132a327e256","hash":"5a3c55268c351d39871017be9c8531dafc6776cd008eefcf7639e200246f94b7"}]}