Triple
T16870618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donna E. Shalala |
E421155
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object | UnitedHealth Group |
E292021
|
NE FINISHED |
How this triple was built (2 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: [Donna E. Shalala, boardMemberOf, UnitedHealth Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UnitedHealth Group Context triple: [Donna E. Shalala, boardMemberOf, 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.
Cigna Corporation
Cigna Corporation is a major American health services company that provides health insurance and related services to individuals, employers, and government organizations worldwide.
-
C.
OptumHealth
OptumHealth is a health services company that provides care delivery, population health management, and related healthcare solutions as part of UnitedHealth Group’s Optum division.
-
D.
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.
-
E.
Aetna
Aetna is a small rural community located within Cardston County in southern Alberta, Canada.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3b7f1fe5881909b18438d771814e9 |
completed | April 18, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2aeb9908190964a9403402186fb |
completed | May 10, 2026, 5:38 p.m. |
Created at: April 10, 2026, 5:29 a.m.