Triple
T22812474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Cross Blue Shield Association |
E565019
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Blue Cross and Blue Shield of Arizona
Blue Cross and Blue Shield of Arizona is a leading not-for-profit health insurance company providing medical coverage and related services to individuals, families, and employers throughout Arizona.
|
E1555461
|
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 Arizona | Statement: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Arizona Context triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Arizona]
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
Aetna
Aetna is a small rural community located within Cardston County in southern Alberta, Canada.
- 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 Arizona Triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Arizona]
Generated description
Blue Cross and Blue Shield of Arizona is a leading not-for-profit health insurance company providing medical coverage and related services to individuals, families, and employers throughout Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Arizona Target entity description: Blue Cross and Blue Shield of Arizona is a leading not-for-profit health insurance company providing medical coverage and related services to individuals, families, and employers throughout Arizona.
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
Aetna
Aetna is a small rural community located within Cardston County in southern Alberta, Canada.
- 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.