Triple

T1190915
Position Surface form Disambiguated ID Type / Status
Subject Richardson, Texas E25355 entity
Predicate hasNotableEmployer P19182 FINISHED
Object Blue Cross and Blue Shield of Texas
Blue Cross and Blue Shield of Texas is a major health insurance company providing a wide range of medical coverage and related services to individuals, families, and employers across Texas.
E136760 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 and Blue Shield of Texas | Statement: [Richardson, Texas, hasNotableEmployer, Blue Cross and Blue Shield of Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Texas
Context triple: [Richardson, Texas, hasNotableEmployer, Blue Cross and Blue Shield of Texas]
  • A. 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.
  • B. 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.
  • C. Humana
    Humana is a major American health insurance and managed care company known for offering Medicare, Medicaid, and commercial health plans nationwide.
  • D. Northwestern Mutual
    Northwestern Mutual is a major American financial services and insurance company known for its life insurance, investment, and wealth management products.
  • E. Baylor Scott & White Medical Center – Plano
    Baylor Scott & White Medical Center – Plano is a major nonprofit hospital in Plano, Texas, providing a wide range of acute care and specialty medical services to the surrounding communities.
  • 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 and Blue Shield of Texas
Triple: [Richardson, Texas, hasNotableEmployer, Blue Cross and Blue Shield of Texas]
Generated description
Blue Cross and Blue Shield of Texas is a major health insurance company providing a wide range of medical coverage and related services to individuals, families, and employers across Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Texas
Target entity description: Blue Cross and Blue Shield of Texas is a major health insurance company providing a wide range of medical coverage and related services to individuals, families, and employers across Texas.
  • A. 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.
  • B. 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.
  • C. Humana
    Humana is a major American health insurance and managed care company known for offering Medicare, Medicaid, and commercial health plans nationwide.
  • D. Northwestern Mutual
    Northwestern Mutual is a major American financial services and insurance company known for its life insurance, investment, and wealth management products.
  • E. Baylor Scott & White Medical Center – Plano
    Baylor Scott & White Medical Center – Plano is a major nonprofit hospital in Plano, Texas, providing a wide range of acute care and specialty medical services to the surrounding communities.
  • 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bf15423481909cb3e661e58d3d94 completed March 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac764ccb1c8190a302137a0e67cb88 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76e1b430819092669c6e83d7a62c completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac7768daa4819082a07fa755ce7364 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:45 p.m.