Triple
T22812520
| 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 Western Michigan |
—
|
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: Blue Cross and Blue Shield of Western Michigan | Statement: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Western Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Western Michigan Context triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Western Michigan]
-
A.
Blue Cross Blue Shield of Michigan
Blue Cross Blue Shield of Michigan is a major not-for-profit health insurance company providing medical coverage and related services to individuals, employers, and public programs throughout Michigan.
-
B.
MidMichigan Health
MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
-
C.
Premera Blue Cross
Premera Blue Cross is a major regional health insurance company in the United States that offers medical coverage and related services, primarily in the Pacific Northwest.
-
D.
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.
-
E.
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.
- 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: Blue Cross and Blue Shield of Western Michigan Target entity description: Blue Cross and Blue Shield of Western Michigan is a regional health insurance provider offering medical coverage and related services to individuals, families, and employers in western Michigan.
-
A.
Blue Cross Blue Shield of Michigan
Blue Cross Blue Shield of Michigan is a major not-for-profit health insurance company providing medical coverage and related services to individuals, employers, and public programs throughout Michigan.
-
B.
MidMichigan Health
MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
-
C.
Premera Blue Cross
Premera Blue Cross is a major regional health insurance company in the United States that offers medical coverage and related services, primarily in the Pacific Northwest.
-
D.
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.
-
E.
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.
- 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.