OpenRefine Fingerprint Clustering & Collision Review Plan

API ↗

OpenRefine Fingerprint Clustering & Collision Review Plan is a paid API for AI agents from agent.halowerk.com, paid per call via x402, $0.0035/call, status unknown (last checked 2026-10-29).

Clusters a key column using OpenRefine fingerprinting and returns a row-level consolidation plan that distinguishes clean merges, unresolved collisions, excluded rows, and singletons.

How this service works

Clusters a key column with native OpenRefine fingerprinting and returns a consolidation plan tied to actual row ids. The plan distinguishes the two cases that matter: rows that repeat an identical value and can simply be merged, and rows that collide on the key but disagree in other fields — those are flagged as unresolved rather than silently collapsed, because merging them would destroy information. Excluded rows and singletons are reported too, so the plan accounts for every input row.

Output

A consolidation plan covering every input row, organized into: clean merge groups (rows with identical key values that can be collapsed), unresolved collisions (rows that share a fingerprinted key but disagree on other fields), excluded rows, and singletons — each group referencing actual row IDs from the input.