Triple

T6047727
Position Surface form Disambiguated ID Type / Status
Subject Wellmark Blue Cross Blue Shield E134708 entity
Predicate networkMembership P10 FINISHED
Object 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.
E565019 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: Blue Cross Blue Shield Association | Statement: [Wellmark Blue Cross Blue Shield, networkMembership, Blue Cross Blue Shield Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Cross Blue Shield Association
Context triple: [Wellmark Blue Cross Blue Shield, networkMembership, Blue Cross Blue Shield Association]
  • A. 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.
  • B. Blue Cross and Blue Shield of Minnesota
    Blue Cross and Blue Shield of Minnesota is a major nonprofit health insurance company serving individuals, employers, and public programs throughout the state of Minnesota.
  • C. Aetna
    Aetna is a major American health insurance company and managed health care provider known for offering medical, pharmacy, dental, and related benefit plans nationwide.
  • D. UnitedHealth Group
    UnitedHealth Group is a leading American diversified health care and insurance company that provides health benefits and services through its UnitedHealthcare and Optum businesses.
  • E. Multicare
    Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
  • 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: Blue Cross Blue Shield Association
Triple: [Wellmark Blue Cross Blue Shield, networkMembership, Blue Cross Blue Shield Association]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Cross Blue Shield Association
Target entity description: 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.
  • A. 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.
  • B. Blue Cross and Blue Shield of Minnesota
    Blue Cross and Blue Shield of Minnesota is a major nonprofit health insurance company serving individuals, employers, and public programs throughout the state of Minnesota.
  • C. Aetna
    Aetna is a major American health insurance company and managed health care provider known for offering medical, pharmacy, dental, and related benefit plans nationwide.
  • D. UnitedHealth Group
    UnitedHealth Group is a leading American diversified health care and insurance company that provides health benefits and services through its UnitedHealthcare and Optum businesses.
  • E. Multicare
    Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e70fd48190b4554e9a516a1c88 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c113a2b65c8190a1891e790cb9a5de completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11551bec88190be77db3ec96045ad completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c115f88e948190a3ea11b33742779c completed March 23, 2026, 10:29 a.m.
Created at: March 22, 2026, 4:09 p.m.