Triple
T16116180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Veterans Choice Program |
E391005
|
entity |
| Predicate | notableThirdPartyAdministrator |
P121538
|
FINISHED |
| Object |
Health Net Federal Services
Health Net Federal Services is a managed care and government health services contractor that administers healthcare benefits and networks for U.S. military members, veterans, and their families.
|
E1194092
|
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: Health Net Federal Services | Statement: [Veterans Choice Program, notableThirdPartyAdministrator, Health Net Federal Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Health Net Federal Services Context triple: [Veterans Choice Program, notableThirdPartyAdministrator, Health Net Federal Services]
-
A.
Multicare
Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
-
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.
UnitedHealth Group
UnitedHealth Group is a leading American diversified health care and insurance company that provides health benefits and services through its UnitedHealthcare and Optum businesses.
-
E.
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.
- 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: Health Net Federal Services Triple: [Veterans Choice Program, notableThirdPartyAdministrator, Health Net Federal Services]
Generated description
Health Net Federal Services is a managed care and government health services contractor that administers healthcare benefits and networks for U.S. military members, veterans, and their families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Health Net Federal Services Target entity description: Health Net Federal Services is a managed care and government health services contractor that administers healthcare benefits and networks for U.S. military members, veterans, and their families.
-
A.
Multicare
Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
-
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.
UnitedHealth Group
UnitedHealth Group is a leading American diversified health care and insurance company that provides health benefits and services through its UnitedHealthcare and Optum businesses.
-
E.
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.
- 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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21a02172c8190978f7951ccd80928 |
completed | April 17, 2026, 11:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffebab779c8190b466c26f4024aa31 |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffec4898088190bed531e33418c7e5 |
completed | May 10, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffecce96508190a53f100e3207ebac |
completed | May 10, 2026, 2:26 a.m. |
Created at: April 10, 2026, 5 a.m.