aws-main-ml PIPELINE
Entity Resolution Operations
High-precision deduplication and cross-registry entity alignment powered by the authoritative aws-main-ml blocking and similarity models.
01 / Input3 Source CatalogsSource 1 · Source 2 · Source 3
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02 / BlockingMulti-Pass Inverted IndexSignal-ranked candidate scoring
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03 / ResolutionPairwise ML FeaturesRapidfuzz & composite similarity
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04 / OutputOfficial Submission TSVsStrict schema validation
Resolution Pipeline
End-to-end execution state across ingestion, matching, and validation
- Source IngestionUpload source1, source2, source3 TSVsPending
- Text NormalizationMulti-lingual legal form & token cleaningPending
- Candidate GenerationMulti-pass signal-ranked blockingPending
- Pairwise ScoringSimilarity vector feature scoringPending
- Decision DecodingThreshold filter ≥ 0.72Pending
- Output & ValidationLeaderboard TSV export & schema checkPending
Upload Source 1, Source 2, and Source 3 dataset files to initiate background resolution.
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Execute the entity resolution pipeline to generate candidate pairs and matching results.