Triple

T735135
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate containsTitle P3254 FINISHED
Object Title X Strengthening Quality, Affordable Health Care for All Americans
Title X Strengthening Quality, Affordable Health Care for All Americans is a section of the Affordable Care Act focused on improving the quality, accessibility, and affordability of health care services across the United States.
E14911 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: Title X Strengthening Quality, Affordable Health Care for All Americans | Statement: [Affordable Care Act, containsTitle, Title X Strengthening Quality, Affordable Health Care for All Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title X Strengthening Quality, Affordable Health Care for All Americans
Context triple: [Affordable Care Act, containsTitle, Title X Strengthening Quality, Affordable Health Care for All Americans]
  • A. Affordable Care Act
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • B. Health Insurance Portability and Accountability Act
    The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
  • C. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • D. Title V Health Care Workforce
    Title V Health Care Workforce is a section of the Affordable Care Act that focuses on strengthening and expanding the U.S. health care workforce through training, education, and support programs.
  • E. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • 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: Title X Strengthening Quality, Affordable Health Care for All Americans
Triple: [Affordable Care Act, containsTitle, Title X Strengthening Quality, Affordable Health Care for All Americans]
Generated description
Title X Strengthening Quality, Affordable Health Care for All Americans is a section of the Affordable Care Act focused on improving the quality, accessibility, and affordability of health care services across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title X Strengthening Quality, Affordable Health Care for All Americans
Target entity description: Title X Strengthening Quality, Affordable Health Care for All Americans is a section of the Affordable Care Act focused on improving the quality, accessibility, and affordability of health care services across the United States.
  • A. Affordable Care Act chosen
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • B. Health Insurance Portability and Accountability Act
    The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
  • C. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • D. Title V Health Care Workforce
    Title V Health Care Workforce is a section of the Affordable Care Act that focuses on strengthening and expanding the U.S. health care workforce through training, education, and support programs.
  • E. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • F. None of above.

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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d8c6148190a468f2d95f7ec91f completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654e1d10c8190b69b30cc70add604 completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a6557837bc8190a2868cb661f2f2e6 completed March 3, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_69a6560a55e881909a37e503b82b35f3 completed March 3, 2026, 3:31 a.m.
Created at: March 1, 2026, 7:37 p.m.