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.