a0edbb4bdb
Second curriculum unit through the production operator surfaces.
Pure saturation — no cognition-lane lift expected (the eval splits
test fixed 32 cases that don't overlap with this unit's subjects),
but the live-prompt grounding surface expands materially: seven
prompts that previously fell through to disclosure now route to
deterministic teaching-grounded surfaces.
Three coherent clusters:
A. Cognition-source
cause_thought_reveals_meaning
cause_question_reveals_understanding
cause_recall_reveals_memory
B. Conceptual structure (bidirectional)
cause_definition_grounds_concept
verification_concept_requires_definition
C. Semantic content
cause_meaning_grounds_understanding
cause_analogy_reveals_relation
All pack-consistent (subject + object in en_core_cognition_v1),
canonical predicates (reveals / grounds / requires), each opens a
previously-empty (subject, intent) cell.
Replay-equivalence gate reported replay_equivalent=True for all
seven proposals (public cognition lane byte-identical pre/post
every accept).
Cognition lane:
public : intent 100% / surface 100% / term 91.7% / versor 100% (unchanged)
holdout : intent 100% / surface 100% / term 83.3% / versor 100% (unchanged)
Saturation lift is visible at the live-prompt level, not at the
eval level:
Why does thought exist? → [teaching] thought reveals meaning (...)
Why does a question exist? → [teaching] question reveals understanding (...)
Why does definition exist? → [teaching] definition grounds concept (...)
Why does meaning exist? → [teaching] meaning grounds understanding (...)
Why does an analogy exist? → [teaching] analogy reveals relation (...)
Does a concept require definition? → [teaching] concept requires definition (...)
Why does recall exist? → [teaching] recall reveals memory (...)
Why saturation matters: the cognition pack has 78 lemmas; we've
now covered ~21 (subject, intent) cells of the hundreds available.
Without saturation, prompts outside the 32 fixed eval cases are
coin-flips between vault recall and disclosure. Saturation moves
marginal prompts to deterministic teaching-grounded surfaces — the
foundation the composed-surface ADR (next) will compose over.
- teaching/cognition_chains/cognition_chains_v1.jsonl — 15 → 22 lines
(7 appends). Active set: 14 → 21 chains.
- teaching/proposals/proposals.jsonl — 7 new (created → replay →
transition → accepted_corpus_append) event sequences appended.
- docs/curriculum/cognition_saturation_v2.md — full curriculum log:
cluster rationale, live-prompt lift, operator-wall-time profile,
saturation-state-of-the-pack.
Lanes (regression check):
core test --suite smoke 67 passed
core test --suite cognition 121 passed
core test --suite teaching 17 passed
The non-negotiable field invariant (versor_condition < 1e-6) is
unaffected: this is corpus growth only; no code path changed.
44 lines
14 KiB
JSON
44 lines
14 KiB
JSON
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{"event":"replay","proposal_id":"944c6c5180819c9194765f32dbc31714","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_truth_grounds_knowledge","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"a5647f07a0227d1853f926d439603f28","proposed_chain":{"connective":"grounds","intent":"verification","object":"knowledge","subject":"evidence"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"b568e12273ddac1c0bf6e611ae331febcffc9f4df7a47df7f575416277d288f1"}}
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{"event":"replay","proposal_id":"a5647f07a0227d1853f926d439603f28","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_knowledge_requires_evidence","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"bb01f8acd6f5db144bdac21a6f754dc7","proposed_chain":{"connective":"requires","intent":"cause","object":"evidence","subject":"inference"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"a4e1560e3e65f32d2b77496d9fe819038a9c0df2d7c8112fa8aaf6347b7b7081"}}
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{"event":"replay","proposal_id":"bb01f8acd6f5db144bdac21a6f754dc7","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"transition","note":"Epistemology v1: understanding requires knowledge","proposal_id":"39d09297759f5bfa54e037d089a9fd11","to":"accepted"}
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{"chain_id":"cause_understanding_requires_knowledge","event":"accepted_corpus_append","proposal_id":"39d09297759f5bfa54e037d089a9fd11","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Epistemology v1: judgment requires wisdom","proposal_id":"944c6c5180819c9194765f32dbc31714","to":"accepted"}
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{"chain_id":"cause_judgment_requires_wisdom","event":"accepted_corpus_append","proposal_id":"944c6c5180819c9194765f32dbc31714","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Epistemology v1: evidence grounds knowledge","proposal_id":"a5647f07a0227d1853f926d439603f28","to":"accepted"}
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{"chain_id":"verification_evidence_grounds_knowledge","event":"accepted_corpus_append","proposal_id":"a5647f07a0227d1853f926d439603f28","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Epistemology v1: inference requires evidence","proposal_id":"bb01f8acd6f5db144bdac21a6f754dc7","to":"accepted"}
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{"chain_id":"cause_inference_requires_evidence","event":"accepted_corpus_append","proposal_id":"bb01f8acd6f5db144bdac21a6f754dc7","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_creation_reveals_meaning","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"016252428267e4f339969524988c4794","proposed_chain":{"connective":"reveals","intent":"cause","object":"meaning","subject":"thought"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"17673a2f15c8da21cbfa35328e7c477d53ba6b401651f0245f22558d2dfdeae8"}}
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{"event":"replay","proposal_id":"016252428267e4f339969524988c4794","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_truth_grounds_knowledge","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"d3cd931dea69e06bd2c697276ae650d1","proposed_chain":{"connective":"reveals","intent":"cause","object":"understanding","subject":"question"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"f91d991bb80a7bb19811dafb1223a80613ded7ad4fcdf0ec0ff987f1a77bc50a"}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_truth_grounds_knowledge","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"ef0666a6ee15f7c595efae1d8e5ea028","proposed_chain":{"connective":"grounds","intent":"cause","object":"concept","subject":"definition"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"60f3b19f100b087dc80555b19de654d70190b7cc096310369fcc6d0b379d4659"}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_truth_grounds_knowledge","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"a19e8ffc0382c254a8d159cf95eb75aa","proposed_chain":{"connective":"grounds","intent":"cause","object":"understanding","subject":"meaning"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"7283546caaa0d273aad0b367bd5c556e29a6dffb8b41d66bcf7684a5dd290c58"}}
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{"event":"replay","proposal_id":"a19e8ffc0382c254a8d159cf95eb75aa","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"cause_light_reveals_truth","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"b79daee7d266224225c6f45f91ec2434","proposed_chain":{"connective":"reveals","intent":"cause","object":"relation","subject":"analogy"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"b2239f20b5174439afc1e3dd0834af37cc8dc94df3e01bef0c1d1f013b5ed4a3"}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"verification_truth_requires_evidence","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"1652a236fd525f1c5ba3dcd14f8c9b04","proposed_chain":{"connective":"requires","intent":"verification","object":"definition","subject":"concept"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"d44fe4f0edd15c215bd8989efa63ad4a7f718757119a60477bc7fc12c7aa07f3"}}
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{"event":"replay","proposal_id":"1652a236fd525f1c5ba3dcd14f8c9b04","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"created","proposal":{"claim_domain":"factual","evidence":[{"epistemic_status":"coherent","polarity":"affirms","ref":"verification_memory_requires_recall","source":"corpus"}],"operator_note":"","polarity":"affirms","proposal_id":"6ea18d4e5e5a04b8ec5ed6379e0b1140","proposed_chain":{"connective":"reveals","intent":"cause","object":"memory","subject":"recall"},"provenance":null,"replay_evidence":null,"review_state":"pending","source_candidate_id":"23075c87735406d9ef5da5c7e4027de6f89b459adc947d7a5750f767fd6ac441"}}
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{"event":"replay","proposal_id":"6ea18d4e5e5a04b8ec5ed6379e0b1140","replay_evidence":{"baseline":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"candidate":{"intent_accuracy":1.0,"surface_groundedness":1.0,"term_capture_rate":0.9167,"versor_closure_rate":1.0},"regressed_metrics":[],"replay_equivalent":true}}
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{"event":"transition","note":"Curriculum v2: thought reveals meaning (cognition-source cluster)","proposal_id":"016252428267e4f339969524988c4794","to":"accepted"}
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{"chain_id":"cause_thought_reveals_meaning","event":"accepted_corpus_append","proposal_id":"016252428267e4f339969524988c4794","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Curriculum v2: question reveals understanding (Socratic doctrine)","proposal_id":"d3cd931dea69e06bd2c697276ae650d1","to":"accepted"}
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{"chain_id":"cause_question_reveals_understanding","event":"accepted_corpus_append","proposal_id":"d3cd931dea69e06bd2c697276ae650d1","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Curriculum v2: definition grounds concept","proposal_id":"ef0666a6ee15f7c595efae1d8e5ea028","to":"accepted"}
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{"chain_id":"cause_definition_grounds_concept","event":"accepted_corpus_append","proposal_id":"ef0666a6ee15f7c595efae1d8e5ea028","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Curriculum v2: meaning grounds understanding","proposal_id":"a19e8ffc0382c254a8d159cf95eb75aa","to":"accepted"}
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{"chain_id":"cause_meaning_grounds_understanding","event":"accepted_corpus_append","proposal_id":"a19e8ffc0382c254a8d159cf95eb75aa","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Curriculum v2: analogy reveals relation","proposal_id":"b79daee7d266224225c6f45f91ec2434","to":"accepted"}
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{"chain_id":"cause_analogy_reveals_relation","event":"accepted_corpus_append","proposal_id":"b79daee7d266224225c6f45f91ec2434","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Curriculum v2: concept requires definition","proposal_id":"1652a236fd525f1c5ba3dcd14f8c9b04","to":"accepted"}
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{"chain_id":"verification_concept_requires_definition","event":"accepted_corpus_append","proposal_id":"1652a236fd525f1c5ba3dcd14f8c9b04","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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{"event":"transition","note":"Curriculum v2: recall reveals memory","proposal_id":"6ea18d4e5e5a04b8ec5ed6379e0b1140","to":"accepted"}
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{"chain_id":"cause_recall_reveals_memory","event":"accepted_corpus_append","proposal_id":"6ea18d4e5e5a04b8ec5ed6379e0b1140","provenance":{"adr_id":"adr-0057","raw":"adr-0057:discovery_promoted:2026-05-18","review_date":"2026-05-18","source":"discovery_promoted"}}
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