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ModelForge/docs/architecture/RETRIEVAL_PIPELINE_IDENTITY.md
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# Retrieval Pipeline Identity
A retrieval pipeline is behaviorally identified by:
- embedding-space identity;
- sparse and fusion configuration digests;
- optional reranker deployment and reranker configuration digest;
- candidate-k and output-k semantics.
The canonical identity digest covers every field. An embedding-only control and the same embedding
plus reranker are distinct pipelines even when dimensions and source collection are equal. A
reranker profile/configuration change also creates a new identity. Reranker addition is classified
`behavioral`; an embedding-space change remains `requires_reindex`.
Pipeline comparisons consume immutable fixed-pool runs. They do not overwrite embedding evaluation
runs and cannot be compared as though they were embedding deployments.