Triple
T22812497
| 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 Oklahoma
Blue Cross and Blue Shield of Oklahoma is a major health insurance company serving individuals, families, and employers throughout Oklahoma as part of the national Blue Cross Blue Shield network.
|
E1556281
|
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 Oklahoma | Statement: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Oklahoma Context triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Oklahoma]
-
A.
Blue Cross and Blue Shield of Kansas City
Blue Cross and Blue Shield of Kansas City is a regional, not-for-profit health insurance provider serving the Kansas City area under the national Blue Cross Blue Shield brand.
-
B.
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.
-
C.
Blue Cross Blue Shield of Alabama
Blue Cross Blue Shield of Alabama is a major not-for-profit health insurance company providing medical coverage and related services to individuals, families, and employers throughout Alabama.
-
D.
Blue Cross and Blue Shield of Nebraska
Blue Cross and Blue Shield of Nebraska is a regional health insurance company providing medical coverage and related services to individuals, families, and employers throughout Nebraska.
-
E.
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.
- 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 Oklahoma Triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Oklahoma]
Generated description
Blue Cross and Blue Shield of Oklahoma is a major health insurance company serving individuals, families, and employers throughout Oklahoma as part of the national Blue Cross Blue Shield network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Cross and Blue Shield of Oklahoma Target entity description: Blue Cross and Blue Shield of Oklahoma is a major health insurance company serving individuals, families, and employers throughout Oklahoma as part of the national Blue Cross Blue Shield network.
-
A.
Blue Cross and Blue Shield of Kansas City
Blue Cross and Blue Shield of Kansas City is a regional, not-for-profit health insurance provider serving the Kansas City area under the national Blue Cross Blue Shield brand.
-
B.
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.
-
C.
Blue Cross Blue Shield of Alabama
Blue Cross Blue Shield of Alabama is a major not-for-profit health insurance company providing medical coverage and related services to individuals, families, and employers throughout Alabama.
-
D.
Blue Cross and Blue Shield of Nebraska
Blue Cross and Blue Shield of Nebraska is a regional health insurance company providing medical coverage and related services to individuals, families, and employers throughout Nebraska.
-
E.
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.
- 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_6a0ba7a442508190b0aa8f64694c501a |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba81bade88190bc0f4225600509a2 |
completed | May 19, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a0ba8c3d6c88190944df9358dd58c4e |
completed | May 19, 2026, 12:03 a.m. |
Created at: April 17, 2026, 3:32 p.m.