Triple
T16320388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Humana Inc. |
E396274
|
entity |
| Predicate | businessArea |
P71
|
FINISHED |
| Object | United States healthcare market |
E274455
|
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: United States healthcare market | Statement: [Humana Inc., businessArea, United States healthcare market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States healthcare market Context triple: [Humana Inc., businessArea, United States healthcare market]
-
A.
U.S. Healthcare
U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
-
B.
United States healthcare system
chosen
The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
-
C.
USA Health
USA Health is the academic health system of the University of South Alabama, providing clinical care, medical education, and research in the Gulf Coast region.
-
D.
Health Care
Health care encompasses the organized provision of medical services and interventions aimed at maintaining and improving people’s health and well-being.
-
E.
U.S. military health system
The U.S. military health system is the integrated network of medical facilities, personnel, and programs that provides healthcare services to active-duty service members, military retirees, and their families.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e296b5f0f081909a5379deaf0df5d5 |
completed | April 17, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00260904748190ae1eb5713a6daa68 |
completed | May 10, 2026, 6:30 a.m. |
Created at: April 10, 2026, 5:06 a.m.