Triple
T2518380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CPT code set |
E55464
|
entity |
| Predicate | jurisdiction |
P82
|
FINISHED |
| Object | United States healthcare system |
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 system | Statement: [CPT code set, jurisdiction, United States healthcare system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States healthcare system Context triple: [CPT code set, jurisdiction, United States healthcare system]
-
A.
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.
-
B.
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.
-
C.
United States Social Security system
The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
-
D.
National Health Service
The National Health Service is the United Kingdom’s publicly funded healthcare system that provides comprehensive medical services to residents, largely free at the point of use.
-
E.
National Health System of Mexico
The National Health System of Mexico is the country’s overarching public healthcare framework that integrates federal, state, and social security institutions to provide medical services and public health programs to the Mexican population.
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd232ae188190b7b70806b466ee99 |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af6550c55481908fe4e8bab17aaa6d |
completed | March 10, 2026, 12:26 a.m. |
Created at: March 6, 2026, 9:46 p.m.