Triple

T2518191
Position Surface form Disambiguated ID Type / Status
Subject AMA Board of Trustees E55461 entity
Predicate appliesToJurisdiction P82 FINISHED
Object United States healthcare system
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.
E274455 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: United States healthcare system | Statement: [AMA Board of Trustees, appliesToJurisdiction, United States healthcare system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States healthcare system
Context triple: [AMA Board of Trustees, appliesToJurisdiction, United States healthcare system]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. United States education system
    The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • 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: United States healthcare system
Triple: [AMA Board of Trustees, appliesToJurisdiction, United States healthcare system]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States healthcare system
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. United States education system
    The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2111d28819099884a2bec5e0366 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9ef8048190bafff3f1853321cb completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4e240bbc8190bc2392498e3a6be8 completed March 9, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69af4e816174819095ab81c3902756d6 completed March 9, 2026, 10:49 p.m.
Created at: March 6, 2026, 9:46 p.m.