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
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.
 E1555471 NE FINISHED

How this triple was built (4 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.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Empire BlueCross BlueShield
Triple: [Blue Cross Blue Shield Association, hasMember, Empire BlueCross BlueShield]
Generated 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.
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 (5 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.
NED1 Entity disambiguation (via context triple) batch_6a0b9ea1d6308190bf37f8a37d5be5f6 completed May 18, 2026, 11:20 p.m.
NEDg Description generation batch_6a0ba0aa6b04819097d75601cb25c6ef completed May 18, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba149b79c8190abfd2b285f8e3e3c completed May 18, 2026, 11:31 p.m.
Created at: April 17, 2026, 3:32 p.m.