Triple
T22812475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Cross Blue Shield Association |
E565019
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Arkansas Blue Cross and Blue Shield |
—
|
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: Arkansas Blue Cross and Blue Shield | Statement: [Blue Cross Blue Shield Association, hasMember, Arkansas Blue Cross and Blue Shield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas Blue Cross and Blue Shield Context triple: [Blue Cross Blue Shield Association, hasMember, Arkansas Blue Cross and Blue Shield]
-
A.
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.
-
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.
Multicare
Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
-
D.
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.
-
E.
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.
- 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: Arkansas Blue Cross and Blue Shield Target entity description: Arkansas Blue Cross and Blue Shield is a regional, not-for-profit health insurance company serving individuals, employers, and government programs throughout the state of Arkansas.
-
A.
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.
-
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.
Multicare
Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
-
D.
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.
-
E.
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.
- 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.