Triple
T9938167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AET |
E194006
|
entity |
| Predicate | issuerCompetitor |
P30601
|
FINISHED |
| Object | UnitedHealth Group |
E292021
|
NE FINISHED |
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: UnitedHealth Group | Statement: [AET, issuerCompetitor, UnitedHealth Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UnitedHealth Group Context triple: [AET, issuerCompetitor, UnitedHealth Group]
-
A.
UnitedHealth Group
chosen
UnitedHealth Group is a leading American diversified health care and insurance company that provides health benefits and services through its UnitedHealthcare and Optum businesses.
-
B.
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.
-
C.
Aetna
Aetna is a small rural community located within Cardston County in southern Alberta, Canada.
-
D.
Anthem Inc.
Anthem Inc. is a major U.S. health insurance company, now known as Elevance Health, that operates Blue Cross Blue Shield plans and other health coverage services across multiple states.
-
E.
Health Care Service Corporation
Health Care Service Corporation is a large U.S. customer-owned health insurance company that operates several Blue Cross and Blue Shield plans across multiple states.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: issuerCompetitor Context triple: [AET, issuerCompetitor, UnitedHealth Group]
-
A.
competesWith
Indicates that two entities are in rivalry or opposition, each striving to outperform or gain advantage over the other in the same domain or objective.
-
B.
competitionFrom
chosen
Indicates that one entity is experiencing competitive pressure or rivalry originating from another entity.
-
C.
tieneCompetenciaEn
Indicates that an entity possesses skill, expertise, or competence in a specific area, field, or activity.
-
D.
attractsCompetitorsFrom
Indicates that one entity draws or lures competitors away from another entity or location.
-
E.
isCompetitive
Indicates that one entity engages in rivalry or competition with another, typically striving to outperform or win against it.
- F. None of above.
Provenance (4 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5e64760819094f599f158d32f33 |
completed | April 2, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b5d295908190a064fb72d65b6e24 |
completed | April 5, 2026, 7:19 p.m. |
| PD | Predicate disambiguation | batch_69cd1d9428cc81909b4b4938566d78a7 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:44 p.m.