research-document

ECR-000001 Comparator v2 Report

ECR-000001 Comparator v2 Report

Purpose

Report both literal agreement and semantic-normalized agreement for ECR-000001 without hiding surface disagreement.

Data Set Summary

  • Valid files: 8.
  • Malformed files: 1.
  • Missing files: 0.
  • Ontology concepts: 12.

Literal Agreement Summary

  • full_agreement: 0
  • partial_agreement: 20
  • disagreement: 29
  • unclear: 5

Semantic Agreement Summary

  • full_agreement: 37
  • partial_agreement: 2
  • disagreement: 5
  • unclear: 10

Cases Where Semantic Agreement Improved Over Literal Agreement

  • ECR-000001-P001 structural_layer.entry_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=ENTRY_PROBLEM_IDENTIFICATION.
  • ECR-000001-P001 structural_layer.exit_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=CONFIDENCE_THRESHOLD, REASSESSMENT_LOOP, TERMINATION_OR_CLOSURE.
  • ECR-000001-P001 structural_layer.required_steps: literal=partial_agreement, semantic=full_agreement, shared concepts=COMPARISON, EVIDENCE_EVALUATION, HYPOTHESIS_GENERATION, INFORMATION_GATHERING, REASSESSMENT_LOOP.
  • ECR-000001-P001 structural_layer.loops: literal=disagreement, semantic=full_agreement, shared concepts=CONFIDENCE_THRESHOLD, REASSESSMENT_LOOP.
  • ECR-000001-P001 structural_layer.branches: literal=partial_agreement, semantic=full_agreement, shared concepts=TERMINATION_OR_CLOSURE.
  • ECR-000001-P001 structural_layer.termination_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=TERMINATION_OR_CLOSURE.
  • ECR-000001-P001 constraint_layer.preconditions: literal=disagreement, semantic=full_agreement, shared concepts=ENTRY_PROBLEM_IDENTIFICATION.
  • ECR-000001-P001 constraint_layer.postconditions: literal=disagreement, semantic=full_agreement, shared concepts=TERMINATION_OR_CLOSURE.
  • ECR-000001-P001 constraint_layer.stopping_criteria: literal=disagreement, semantic=full_agreement, shared concepts=CONFIDENCE_THRESHOLD, TERMINATION_OR_CLOSURE.
  • ECR-000001-P001 constraint_layer.validity_conditions: literal=disagreement, semantic=full_agreement, shared concepts=INFORMATION_GATHERING.
  • ECR-000001-P001 representation_layer.natural_language_summary: literal=disagreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION.
  • ECR-000001-P001 representation_layer.canonical_summary: literal=disagreement, semantic=full_agreement, shared concepts=ENTRY_PROBLEM_IDENTIFICATION, EVIDENCE_EVALUATION, TERMINATION_OR_CLOSURE.
  • ECR-000001-P001 representation_layer.ambiguities: literal=disagreement, semantic=full_agreement, shared concepts=COMMITMENT_DECISION.
  • ECR-000001-P001 product_relevance_layer.clarity_relevance_observations: literal=disagreement, semantic=full_agreement, shared concepts=EXECUTION_CYCLE.
  • ECR-000001-P001 product_relevance_layer.edf_relevance_observations: literal=disagreement, semantic=full_agreement, shared concepts=TERMINATION_OR_CLOSURE.
  • ECR-000001-P002 structural_layer.exit_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, REASSESSMENT_LOOP, TERMINATION_OR_CLOSURE.
  • ECR-000001-P002 structural_layer.required_steps: literal=partial_agreement, semantic=full_agreement, shared concepts=COMMITMENT_DECISION, EVIDENCE_EVALUATION, REASSESSMENT_LOOP.
  • ECR-000001-P002 structural_layer.loops: literal=partial_agreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, REASSESSMENT_LOOP.
  • ECR-000001-P002 constraint_layer.invariants: literal=partial_agreement, semantic=full_agreement, shared concepts=COMMITMENT_DECISION.
  • ECR-000001-P002 constraint_layer.postconditions: literal=partial_agreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, REASSESSMENT_LOOP.
  • ECR-000001-P002 representation_layer.natural_language_summary: literal=disagreement, semantic=full_agreement, shared concepts=COMMITMENT_DECISION, EVIDENCE_EVALUATION.
  • ECR-000001-P002 representation_layer.canonical_summary: literal=disagreement, semantic=full_agreement, shared concepts=COMMITMENT_DECISION, EVIDENCE_EVALUATION, EXECUTION_CYCLE, REASSESSMENT_LOOP.
  • ECR-000001-P002 representation_layer.ambiguities: literal=disagreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, REASSESSMENT_LOOP, TERMINATION_OR_CLOSURE.
  • ECR-000001-P002 product_relevance_layer.research_only_observations: literal=disagreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, EXECUTION_CYCLE.
  • ECR-000001-P003 structural_layer.entry_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 structural_layer.exit_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 structural_layer.required_steps: literal=partial_agreement, semantic=full_agreement, shared concepts=COMPARISON, HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 structural_layer.branches: literal=partial_agreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 structural_layer.termination_conditions: literal=partial_agreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 constraint_layer.invariants: literal=disagreement, semantic=full_agreement, shared concepts=COMPARISON, HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 constraint_layer.preconditions: literal=disagreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 constraint_layer.postconditions: literal=partial_agreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 constraint_layer.validity_conditions: literal=disagreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 representation_layer.natural_language_summary: literal=disagreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION, HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 representation_layer.canonical_summary: literal=disagreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 representation_layer.ambiguities: literal=disagreement, semantic=full_agreement, shared concepts=EVIDENCE_EVALUATION.
  • ECR-000001-P003 product_relevance_layer.clarity_relevance_observations: literal=disagreement, semantic=full_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.
  • ECR-000001-P003 product_relevance_layer.research_only_observations: literal=disagreement, semantic=partial_agreement, shared concepts=HIERARCHICAL_CLASSIFICATION.

Cases Where Disagreement Remains After Semantic Normalization

  • ECR-000001-P001 structural_layer.optional_steps: disagreement remains after semantic normalization.
  • ECR-000001-P001 product_relevance_layer.research_only_observations: disagreement remains after semantic normalization.
  • ECR-000001-P002 structural_layer.branches: disagreement remains after semantic normalization.
  • ECR-000001-P002 structural_layer.termination_conditions: disagreement remains after semantic normalization.
  • ECR-000001-P002 product_relevance_layer.clarity_relevance_observations: disagreement remains after semantic normalization.

Instrument Readiness Recommendation

Conditionally ready. Semantic normalization is available, but malformed input remains a tooling threat.

Caution

  • Literal disagreement remains real at the surface representation level.
  • Semantic agreement indicates possible conceptual overlap, not proven equivalence.
  • If semantic agreement increases while literal agreement remains low, the instrument may be collecting equivalent concepts in varied wording.
  • If semantic disagreement remains high, either the models differ structurally or the ontology is incomplete.
  • If many items are unresolved, the ontology needs revision before strong conclusions.
  • Semantic normalization is provisional and is a measurement aid, not theory validation.

Validation Note

Semantic normalization requires validation before hypothesis confidence updates.