bbenewise. Internal
Benewise · internal

Referral Data Lab

Internal review console for the Perfect Referral (Beeline Health) practitioner feed. Look up single NPIs or small batches, inspect the raw responses, and export for analysis — before deciding how search and copy should behave in the member product.

Read this before querying. Labels are derived from observed Medicare/Medicaid billing — they say nothing about licensure, quality, availability, or whether a provider is in any plan's network. Individual practitioners (NPI-1) only. Every lookup spends the monthly API quota; batches run at ~1 request/second on purpose. Feed record: perfect-referral-scope (runtime connector).

Single NPI lookup

Batch lookup (max 25)

Supported specializations

The catch-all list of specialties and referral targets the API evaluates — useful for planning which "reasons for referral" the member UI should offer.

Label scale (vendor calibration)

very likely matchStrong match signal; calibrated to at least 95 in 100 correct.
likely matchMatch signal; calibrated to at least 80 in 100 correct.
uncertainEvaluable but genuinely mixed — a no-call, not a negative.
unlikely matchDoes not routinely bill for this; may still be qualified.
very unlikely matchStrong not-routinely-billed signal; still not a licensure or quality statement.
insufficient dataToo little billing data to judge — also a no-call.