{ "schemaVersion": "1.0.0", "recordType": "study-002-read-only-cross-phase-secondary-analysis", "classification": "SECONDARY_DESCRIPTIVE_ANALYSIS__NO_NEW_SCIENTIFIC_FINDING", "createdAt": "2026-08-16", "question": "What changed, stayed the same, differentiated, converged, or disappeared when the same eight pairs moved from Formation into Generalization?", "boundaries": { "formation": "Twelve qualifying experiences per fixed pair; complete, valid, closed, and frozen.", "generalization": "PB-GEN-04, PB-GEN-05, and PB-GEN-06 only; all eight pairs qualified in all three; dosage [3,3,3,3,3,3,3,3].", "excluded": [ "PB-GEN-01, PB-GEN-02, and PB-GEN-03 as qualifying evidence", "native-but-unadmitted participant history as scientific interaction evidence", "participant-facing interpretation or feedback", "any Phase C execution or authority" ], "participantInvocations": 0, "participantWrites": 0, "phaseCStarted": false }, "evidenceSources": [ "lineage-observatory/data/formation-longitudinal-analysis.json", "studies/study-002/persistent-agent/phase-end/independent-sources/openai/pass-1/PRIMARY-JUDGMENT.json", "studies/study-002/persistent-agent/phase-b/closeout/PHASE-B-CLOSEOUT-EVIDENCE-MANIFEST.json", "studies/study-002/persistent-agent/phase-b/closeout/conversations/PB-GEN-04-Pair-01.json through PB-GEN-04-Pair-08.json", "studies/study-002/persistent-agent/phase-b/closeout/conversations/PB-GEN-05-Pair-01.json through PB-GEN-05-Pair-08.json", "studies/study-002/persistent-agent/phase-b/closeout/conversations/PB-GEN-06-Pair-01.json through PB-GEN-06-Pair-08.json", "studies/study-002/persistent-agent/phase-b/closeout/openai-reader/PRIMARY-JUDGMENT.json", "studies/study-002/persistent-agent/phase-b/commissioning-v2/manifests/PHASE-B-CONTINUITY-CONTRACT-V2.json" ], "cohort": { "persisted": [ { "claim": "Source-bounded opening followed by qualification, uptake, and compressed conditional synthesis recurred across all three qualifying Generalization inquiries.", "strength": "recurring descriptive pattern" }, { "claim": "Ada frequently changed the scope, causal unit, comparison, exposure, outcome, or evidentiary standard represented in Wren's account; Wren usually incorporated that change in the next turn.", "strength": "recurring descriptive pattern" }, { "claim": "The final answers preserved major caveats while becoming more compressed than the opening research account.", "strength": "recurring descriptive pattern" } ], "changed": [ { "claim": "Wren moved from the bounded Formation corpus into governed broader scholarly retrieval.", "strength": "direct observation" }, { "claim": "The subject domains changed across the three qualifying inquiries, and source selection varied by pair.", "strength": "direct observation" }, { "claim": "A disclosed provider/runtime handoff accompanied the phase boundary.", "strength": "direct observation and mandatory limitation" } ], "differentiated": [ { "claim": "Pairs differed more in evidence selection, examples, local emphasis, and local corrective moves than in their final argumentative form. Those local routes were often prompt-compatible and not unique to a pair.", "strength": "recurring descriptive pattern with strong procedural alternative" }, { "claim": "A striking structural split in Pair-04 and explicit failure-mode language in Pair-08 were PB-GEN-04 episodes that did not recur at the same clarity.", "strength": "counterexample to assuming pair-stable routes" } ], "converged": [ { "claim": "Final answers converged strongly on conditional, design-sensitive conclusions.", "strength": "recurring descriptive pattern" }, { "claim": "Agreement and uptake language was common across the cohort and is substantially explained by the shared roles and four-turn scaffold.", "strength": "direct observation with strong procedural alternative" } ], "disappearedOrWeakened": [ { "claim": "Formation query wording and selected-source continuity were often low and did not reliably survive topic changes.", "strength": "direct observation" }, { "claim": "Several candidate Formation orientations did not reappear consistently across all three Generalization inquiries.", "strength": "counterevidence" }, { "claim": "Cross-inquiry correction propagation and stable partner-specific anticipation were not demonstrated.", "strength": "unsupported as causal or durable pattern" } ] }, "pairs": [ { "pairId": "Pair-01", "formation": "Broad research path with recurring justice and governance emphasis; high scope qualification and visible narrowing, but no isolated developmental cause.", "generalization": "Clearest in PB-GEN-04, where the exchange treated the human\u2013CDSS workflow as the causal unit. Later inquiries used institutional-package and mechanism cuts that other pairs also used.", "carriedForward": "System-boundary talk is a plausible local emphasis, strongest in the CDSS inquiry.", "counterevidence": "The same moves are invited by the inquiry prompts and appear elsewhere in the cohort. Independent Formation reading did not isolate an implementation signature.", "watchNext": "Does this pair identify the operative system boundary earlier than shuffled or history-limited controls?", "strength": "mixed evidence", "evidenceArtifactIds": [ "formation-longitudinal-pair-01", "pb-gen-04-pair-01", "pb-gen-05-pair-01", "pb-gen-06-pair-01" ], "currentClassification": "mixed-prompt-compatible", "recurrence": "system-boundary talk strongest in PB-GEN-04; later inquiries used cuts other pairs also used", "laterDiscriminatingExperiment": "Does this pair identify the operative system boundary earlier than shuffled or history-limited controls?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "homepageShowcase": false }, { "pairId": "Pair-02", "formation": "Coded conceptual distinction was near the cohort mean. The independent Formation reader rated the pair-specific developmental claim weak.", "generalization": "Category cuts appeared in all three inquiries and mapped closely onto the assigned objects: workflow, program model/outcome, and exposure type.", "carriedForward": "Category decomposition appeared, but it is prompt-compatible and not unique.", "counterevidence": "No distinctive wording persisted, and other pairs also decomposed broad causal objects.", "watchNext": "Is the decomposition earlier, more stable, or more useful with the original partner than with a new Ada?", "strength": "mixed evidence", "evidenceArtifactIds": [ "formation-longitudinal-pair-02", "pb-gen-04-pair-02", "pb-gen-05-pair-02", "pb-gen-06-pair-02" ], "currentClassification": "recurring-candidate-prompt-entangled", "recurrence": "category decomposition appeared in all three inquiries and mapped onto assigned objects; not unique", "laterDiscriminatingExperiment": "Is the decomposition earlier, more stable, or more useful with the original partner than with a new Ada?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "homepageShowcase": true, "showcaseLabel": "Recurring candidate \u00b7 prompt-entangled" }, { "pairId": "Pair-03", "formation": "Mechanism and measurement continuity appeared early but weakened; Wren added evidence relatively often in coded Formation revisions.", "generalization": "Measurement, selection, and exposure-definition scrutiny appeared in all three inquiries. In PB-GEN-04 Ada agreed and then tightened calibration language; the exchange was not a fight.", "carriedForward": "Measurement and calibration remain plausible recurring emphases.", "counterevidence": "The same measurement demands are built into the inquiries and appear across the cohort. Intensity looks topic-shaped rather than pair-stable.", "watchNext": "Was PB-GEN-04 a topic-specific outlier or a partner-specific correction mode?", "strength": "mixed evidence", "evidenceArtifactIds": [ "formation-longitudinal-pair-03", "pb-gen-04-pair-03", "pb-gen-05-pair-03", "pb-gen-06-pair-03" ], "currentClassification": "mixed-measurement-emphasis", "recurrence": "measurement and calibration appeared across inquiries; PB-GEN-04 was agreement-plus-tightening, not a fight", "laterDiscriminatingExperiment": "Was PB-GEN-04 a topic-specific outlier or a partner-specific correction mode?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "homepageShowcase": false }, { "pairId": "Pair-04", "formation": "No durable orientation was established, although structural reframing appeared in several coded exchanges.", "generalization": "Structural decomposition was unusually clear in PB-GEN-04, when Ada separated algorithmic, clinician-system, and patient-outcome levels and Wren adopted that frame. PB-GEN-05 and PB-GEN-06 used ordinary method splits, not the same three-level architecture.", "carriedForward": "The distinctive structural move peaked in PB-GEN-04 and attenuated.", "counterevidence": "Final reasoning form still converged with the cohort. This pair is the strongest available counterexample to assuming that a striking Generalization move will persist.", "watchNext": "Does this pair change the problem representation more often than matched controls?", "strength": "PB-GEN-04 peak; not reliably recurrent", "evidenceArtifactIds": [ "formation-longitudinal-pair-04", "pb-gen-04-pair-04", "pb-gen-05-pair-04", "pb-gen-06-pair-04" ], "currentClassification": "non-persistence", "recurrence": "distinctive three-level structural split peaked in PB-GEN-04 and did not recur at the same architecture", "laterDiscriminatingExperiment": "Does this pair change the problem representation more often than matched controls?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": true, "homepageShowcase": true, "showcaseLabel": "Strong local pattern \u00b7 did not reliably persist" }, { "pairId": "Pair-05", "formation": "Broad attention across justice, systems, technical detail, and uncertainty; relatively high selected-source reuse but no causal interpretation.", "generalization": "Repeatedly emphasized construct definition, measurement validity, subgroup heterogeneity, and the danger of collapsing unlike outcomes.", "carriedForward": "Measurement and construct-definition attention appeared in Generalization; it is also what the inquiries asked for.", "counterevidence": "These are central methodological demands of the assigned inquiries and are not unique to Pair-05.", "watchNext": "Does the original pair detect measurement-category errors faster under a controlled error injection?", "strength": "mixed evidence", "evidenceArtifactIds": [ "formation-longitudinal-pair-05", "pb-gen-04-pair-05", "pb-gen-05-pair-05", "pb-gen-06-pair-05" ], "currentClassification": "mixed-prompt-compatible", "recurrence": "construct definition and measurement validity appeared; also what the inquiries asked for", "laterDiscriminatingExperiment": "Does the original pair detect measurement-category errors faster under a controlled error injection?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "homepageShowcase": false }, { "pairId": "Pair-06", "formation": "Systems and technical emphasis recurred; coded incorporation was comparatively low; native continuity was complicated by an unadmitted interruption. A Round 7 public metrics count recorded source swaps after Ada critique; that isolated event is not treated here as a replicated pair mechanism.", "generalization": "Operational and actionability language appeared, especially in PB-GEN-04. Later inquiries look like cohort-typical exposure and implementation caveats.", "carriedForward": "Operational framing is a weak, topic-shaped candidate, not a demonstrated continuity from the reported source swap.", "counterevidence": "Implementation language is common in these topics. Phase B closeout did not isolate a Pair-06-specific effect.", "watchNext": "Does Ada influence actual evidence selection again when independent retrieval or a controlled revision opportunity is available?", "strength": "mixed evidence", "evidenceArtifactIds": [ "formation-longitudinal-pair-06", "pb-gen-04-pair-06", "pb-gen-05-pair-06", "pb-gen-06-pair-06" ], "currentClassification": "mixed-operational-candidate-source-swap-not-used-as-mechanism", "recurrence": "operational framing is a weak topic-shaped candidate, not demonstrated continuity from the Round 7 source-swap episode", "laterDiscriminatingExperiment": "Does Ada influence actual evidence selection again when independent retrieval or a controlled revision opportunity is available?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "homepageShowcase": false, "sourceSwapReconciliation": "B" }, { "pairId": "Pair-07", "formation": "High uncertainty challenge and repeated narrowing distinguished the coded record more than a topical orientation did.", "generalization": "Consistently organized the answer around comparison specification: which endpoint, compared with what, for whom, and under which exposure definition.", "carriedForward": "Comparison-and-scope discipline is a recurring descriptive candidate.", "counterevidence": "The same discipline is visible across the cohort and follows directly from the prompts.", "watchNext": "Does this pair preserve comparison discipline when the prompt no longer explicitly requests conditionality?", "strength": "plausible but weak; cohort-common", "evidenceArtifactIds": [ "formation-longitudinal-pair-07", "pb-gen-04-pair-07", "pb-gen-05-pair-07", "pb-gen-06-pair-07" ], "currentClassification": "plausible-but-weak-cohort-common", "recurrence": "comparison-and-scope discipline recurred and is also visible across the cohort", "laterDiscriminatingExperiment": "Does this pair preserve comparison discipline when the prompt no longer explicitly requests conditionality?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "homepageShowcase": false }, { "pairId": "Pair-08", "formation": "The strongest admitted candidate for recurring overclaim resistance, scope correction, evidentiary warrant, and increasingly organized partner framing; also continuity-complicated by an earlier rupture.", "generalization": "Conditional, overclaim-resistant closing recurred in all three inquiries. Ada introduced explicit failure-mode language in PB-GEN-04; Wren adopted it. That wording did not recur in PB-GEN-05 or PB-GEN-06.", "carriedForward": "Overclaim resistance is a plausible continuity and is also cohort-wide. Failure-mode specificity is a PB-GEN-04 episode, not a three-inquiry signature.", "counterevidence": "Pair-08 received disproportionate earlier close reading; the behavior is also expected from role design and appears in other pairs.", "watchNext": "Does the pattern weaken when history access changes or the original partner is absent?", "strength": "suggestive overclaim resistance; failure-mode not replicated", "evidenceArtifactIds": [ "formation-independent-pair-08", "formation-longitudinal-pair-08", "pb-gen-04-pair-08", "pb-gen-05-pair-08", "pb-gen-06-pair-08" ], "currentClassification": "suggestive-overclaim-resistance-cohort-common-alternatives-remain", "recurrence": "conditional overclaim-resistant closing recurred; explicit failure-mode language is a PB-GEN-04 episode only", "laterDiscriminatingExperiment": "Does the pattern weaken when history access changes or the original partner is absent?", "clearestContinuity": false, "strongestContinuity": false, "adversarial": false, "nonPersistence": false, "failureModeScopedTo": "PB-GEN-04", "homepageShowcase": true, "showcaseLabel": "Suggestive candidate \u00b7 cohort-common alternatives remain" } ], "language": { "findings": [ { "claim": "Within each Generalization exchange, partner-introduced distinctions were often explicitly acknowledged and reused in the next synthesis.", "strength": "direct observation" }, { "claim": "Across inquiries, conceptual forms survived more clearly than exact phrases: causal unit, comparison group, exposure definition, outcome separation, and implementation boundary.", "strength": "recurring descriptive pattern" }, { "claim": "Common phrases such as 'I agree', 'best-supported', 'conditional', and 'under these conditions' are cohort-wide register and protocol effects, not pair signatures.", "strength": "counterevidence" }, { "claim": "No pair-specific phrase inheritance across the Formation-to-Generalization boundary is established.", "strength": "not demonstrated" } ] }, "wrenComparison": { "summary": "Wren differences were clearest in source selection and the angle used to organize evidence. Search totals are not treated as curiosity because budgets and inquiry demands constrained volume.", "candidateAttentionGravities": [ "system boundary and implementation", "category decomposition", "measurement and calibration", "structural reframing", "construct validity", "operational actionability", "comparison specification", "failure-mode specificity" ], "strength": "suggestive descriptive differentiation" }, "adaComparison": { "summary": "Ada challenges differed locally in directness and corrective mechanism, but all operated inside the same assigned qualification role. The best-supported distinctions concern how they narrowed a claim, not stable temperament.", "candidateStyles": [ "scope and causal-unit reframing", "category decomposition", "calibration and measurement challenge", "structural decomposition", "construct-definition challenge", "actionability and implementation testing", "comparison specification", "failure-mode and warrant discipline" ], "strength": "suggestive descriptive differentiation" }, "rolePermeability": { "formalToolRoleViolations": "None identified in the qualifying Phase B evidence. Ada did not gain independent retrieval; Wren remained the research-side participant.", "cognitiveOverlap": [ "Wren often arrived with caveats that overlap Ada's assigned checking function.", "Ada sometimes supplied the conceptual architecture around which Wren reorganized the next synthesis.", "Wren occasionally refined or bounded Ada's challenge rather than merely accepting it." ], "limitation": "The prompt and four-turn scaffold can produce this overlap without accumulated pair history.", "strength": "direct observation with unresolved cause" }, "humanTeamAnalogies": [ { "concept": "shared mental models", "agentQuestion": "Does Wren begin anticipating the distinctions her particular Ada will make?", "status": "analogy and hypothesis only" }, { "concept": "transactive memory", "agentQuestion": "Does each partner increasingly rely on the other for a cognitive function, creating efficiency and blind spots?", "status": "analogy and hypothesis only" }, { "concept": "mutual monitoring", "agentQuestion": "Does Ada catch overreach without explicit prompting, and can Wren detect a weak challenge?", "status": "analogy and hypothesis only" }, { "concept": "backup behavior", "agentQuestion": "Do collaborators begin performing pieces of one another's cognitive role when needed?", "status": "analogy and hypothesis only" }, { "concept": "team shorthand", "agentQuestion": "Does less need to be said without losing important caveats?", "status": "descriptive compression observed; team interpretation untested" }, { "concept": "corrective culture", "agentQuestion": "Do pairs reach similar endpoints through reliably different correction mechanisms?", "status": "editorial analogy for a testable interaction pattern" } ], "withheldClaims": [ "Formation history caused any observed Phase B behavior.", "Any pair developed a personality, preference, relationship, bond, trust, attachment, consciousness, or team identity.", "Pair-specific trajectories are stable or causal.", "Ada independently verified Wren's evidence.", "Exact phrase inheritance persisted across phases.", "Phase C has begun or its protocol is ratified." ], "evidenceLadder": { "observedDifference": true, "someRecurringCandidates": true, "stableDistinctivePairSpecificEffect": false, "causalSharedHistoryEffect": false, "rule": "Different is not necessarily durable. Durable is not necessarily unique. Unique is not necessarily pair-specific. Pair-specific would still not prove that shared history caused it." }, "pair06SourceSwapReconciliation": { "determination": "B", "scope": "Study 002 synchronized Round 7 (Controlled Runtime / historical Formation chronology), not a Phase B mechanism", "finding": "Sealed Round 7 turns and the Pair Evaluator describe one explicit post-critique substitution. The published observational metric reports sourceSwapCountAfterAdaCritique=2, which is not used as a pair signature. The historical metrics artifact is preserved. This episode is not treated as a replicated Pair-06 cross-phase mechanism and is not a homepage showcase.", "discoverySelectedSourceIds": [ "ethics-source-577c40cec67b4638cbfe651a", "ethics-source-79a6a2040bc423ceb448ad35", "ethics-source-45a125b0cead6f194f05dc28", "ethics-source-6d27f8c88f79cfd489b2da14" ], "retainedSourceIdsPerEvaluator": [ "ethics-source-577c40cec67b4638cbfe651a", "ethics-source-79a6a2040bc423ceb448ad35", "ethics-source-45a125b0cead6f194f05dc28" ], "droppedSourceIdPerEvaluator": "ethics-source-6d27f8c88f79cfd489b2da14", "addedSourceIdPerEvaluator": "ethics-source-17dea6656782de4f88fcca14", "metricSourceSwapCountAfterAdaCritique": 2, "sealedTurnDescription": "one substitution; retaining three sources", "pairEvaluatorDescription": "Replacing autonomous-vehicle responsibility source 6 with skeptical source 17", "historicalArtifactsPreserved": [ "studies/study-002/publication/A2-EXPLORATORY-OBSERVATIONAL-METRICS-ROUND-7.json", "studies/study-002/publication/ROUND-7-READER.json", "lineage-observatory/dist/results/round-7/index.html" ], "admittedPayloadsPubliclyRecomputable": false, "useForCrossPhaseCharacterization": false, "homepageShowcase": false }, "illustrativeHomepageCases": [ "Pair-02", "Pair-04", "Pair-08" ] }