[Issue #74] Add opt-in "enhanced" strategy for schema-based graph extraction by YanhaoLv · Pull Request #78 · hugegraph/hugegraph-ai

feat(llm): add extract_strategy/include_debug plumbing (default baseline)

YanhaoLv

committed

948052b

feat(llm): introduce GraphSchemaIndex for enhanced extraction

YanhaoLv

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968ede7

feat(llm): add StructuredWarning registry for enhanced extraction

YanhaoLv

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946185c

feat(llm): add CandidateGraphParser for enhanced extraction

YanhaoLv

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2396ce3

feat(llm): add SchemaAwareNormalizer for chunk-level graph normalization

YanhaoLv

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9f07e7c

feat(llm): add DocumentGraphAssembler for cross-chunk graph assembly

YanhaoLv

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dfbb9d3

feat(llm): add GraphQualityGate metrics for enhanced extraction

YanhaoLv

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eb71d62

feat(llm): wire enhanced strategy into PropertyGraphExtract

YanhaoLv

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81f1dea

feat(llm): add GraphExtractionEvaluator + baseline-vs-enhanced benchmark

YanhaoLv

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d26cbc6

test(llm): expand benchmark to 14 scenarios + latency/call metrics; add usage doc

YanhaoLv

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6cfc898

feat(llm): add live DeepSeek benchmark driver + effect-report live section

YanhaoLv

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126d4ac

test(llm): add s15/s16 domain-limit scenarios; bake +5% design threshold

YanhaoLv

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f304ac4

feat(llm): add public actor-corpus builder (Wikipedia + Wikidata Entity API)

YanhaoLv

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10ee00a

test(llm): pin public actor corpus (8 actors, 65 vertices, 57 edges)

YanhaoLv

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6e4cd29

feat(llm): live benchmark supports --corpus and --runs with mean/std aggregation

YanhaoLv

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ef985ed

docs(llm): replace hand-authored live results with public-corpus benchmark

YanhaoLv

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2a4c3c7

scripts(llm): drop legacy hand-authored fallback from live benchmark driver

YanhaoLv

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8afc32c

docs(llm): commit raw live-benchmark archive for reviewer cross-checking

YanhaoLv

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336d6c0

docs(llm): expand effect report — how-to-reproduce section + +4.8% rationale

YanhaoLv

committed

b601bca

docs(llm): drop bundled live archive JSON (available on request)

YanhaoLv

committed

c9b51b3

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[Issue #74] Add opt-in "enhanced" strategy for schema-based graph extraction - #78

[Issue #74] Add opt-in "enhanced" strategy for schema-based graph extraction#78
YanhaoLv wants to merge 20 commits into
hugegraph:mainfrom
YanhaoLv:issue74-schema-based-extraction

Commits on Jul 7, 2026

feat(llm): add extract_strategy/include_debug plumbing (default baseline)

feat(llm): introduce GraphSchemaIndex for enhanced extraction

feat(llm): add StructuredWarning registry for enhanced extraction

feat(llm): add CandidateGraphParser for enhanced extraction

feat(llm): add SchemaAwareNormalizer for chunk-level graph normalization

feat(llm): add DocumentGraphAssembler for cross-chunk graph assembly

feat(llm): add GraphQualityGate metrics for enhanced extraction

feat(llm): wire enhanced strategy into PropertyGraphExtract

feat(llm): add GraphExtractionEvaluator + baseline-vs-enhanced benchmark

test(llm): expand benchmark to 14 scenarios + latency/call metrics; add usage doc

feat(llm): add live DeepSeek benchmark driver + effect-report live section

test(llm): add s15/s16 domain-limit scenarios; bake +5% design threshold

feat(llm): add public actor-corpus builder (Wikipedia + Wikidata Entity API)

test(llm): pin public actor corpus (8 actors, 65 vertices, 57 edges)

feat(llm): live benchmark supports --corpus and --runs with mean/std aggregation

docs(llm): replace hand-authored live results with public-corpus benchmark

scripts(llm): drop legacy hand-authored fallback from live benchmark driver

docs(llm): commit raw live-benchmark archive for reviewer cross-checking

docs(llm): expand effect report — how-to-reproduce section + +4.8% rationale

docs(llm): drop bundled live archive JSON (available on request)