Sales & outboundpattern

Twitter → LinkedIn matching via LLM disambiguation over Harmonic

Same X handle matches three Harmonic profiles. Two-call disambiguation grounded in the returned candidate IDs stops the model inventing a name.

TierCCatalog — Pattern outlined, candidates for deeper work

EffortM · Weeks

Forsourcing engineer

What

Given an X handle, a Haiku call extracts company signals, fetches a candidate set from Harmonic, and a second Haiku call disambiguates the correct (company, person) pair — but only against the actual returned candidate IDs, which prevents the second call from hallucinating a name not in the set.

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