Triple

T22812487
Position Surface form Disambiguated ID Type / Status
Subject Blue Cross Blue Shield Association E565019 entity
Predicate hasMember P10 FINISHED
Object Empire BlueCross BlueShield — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Empire BlueCross BlueShield | Statement: [Blue Cross Blue Shield Association, hasMember, Empire BlueCross BlueShield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Empire BlueCross BlueShield
Context triple: [Blue Cross Blue Shield Association, hasMember, Empire BlueCross BlueShield]
  • A. Blue Cross Blue Shield Association
    Blue Cross Blue Shield Association is a federation of independent health insurance companies in the United States that collectively provide health coverage to millions of members nationwide.
  • B. Excellus BlueCross BlueShield
    Excellus BlueCross BlueShield is a regional, not-for-profit health insurance company serving members primarily in upstate New York under the Blue Cross Blue Shield brand.
  • C. Independence Blue Cross
    Independence Blue Cross is a major health insurance company based in Philadelphia, providing medical coverage and related services to individuals, employers, and Medicare beneficiaries in the region.
  • D. Highmark Blue Cross Blue Shield of Western New York
    Highmark Blue Cross Blue Shield of Western New York is a regional health insurance provider serving Western New York as part of the Blue Cross Blue Shield network.
  • E. Wellmark Blue Cross Blue Shield
    Wellmark Blue Cross Blue Shield is a major not-for-profit health insurance company serving Iowa and South Dakota as part of the national Blue Cross Blue Shield network.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Empire BlueCross BlueShield
Target entity description: Empire BlueCross BlueShield is a major U.S. health insurance company that operates under the Blue Cross Blue Shield brand, primarily serving members in New York.
  • A. Blue Cross Blue Shield Association
    Blue Cross Blue Shield Association is a federation of independent health insurance companies in the United States that collectively provide health coverage to millions of members nationwide.
  • B. Excellus BlueCross BlueShield
    Excellus BlueCross BlueShield is a regional, not-for-profit health insurance company serving members primarily in upstate New York under the Blue Cross Blue Shield brand.
  • C. Independence Blue Cross
    Independence Blue Cross is a major health insurance company based in Philadelphia, providing medical coverage and related services to individuals, employers, and Medicare beneficiaries in the region.
  • D. Highmark Blue Cross Blue Shield of Western New York
    Highmark Blue Cross Blue Shield of Western New York is a regional health insurance provider serving Western New York as part of the Blue Cross Blue Shield network.
  • E. Wellmark Blue Cross Blue Shield
    Wellmark Blue Cross Blue Shield is a major not-for-profit health insurance company serving Iowa and South Dakota as part of the national Blue Cross Blue Shield network.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e2458426188190b58b8ab4844fe420 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17d60f5948190b624b2dab04cbe63 completed April 29, 2026, 3:39 a.m.
Created at: April 17, 2026, 3:32 p.m.