Triple

T4010560
Position Surface form Disambiguated ID Type / Status
Subject Health Care and Education Reconciliation Act of 2010 E90633 entity
Predicate partOfReformPackage P24524 FINISHED
Object 2010 United States health care and education reforms E90633 NE FINISHED

How this triple was built (3 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: 2010 United States health care and education reforms | Statement: [Health Care and Education Reconciliation Act of 2010, partOfReformPackage, 2010 United States health care and education reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2010 United States health care and education reforms
Context triple: [Health Care and Education Reconciliation Act of 2010, partOfReformPackage, 2010 United States health care and education reforms]
  • A. Health Care and Education Reconciliation Act of 2010 chosen
    The Health Care and Education Reconciliation Act of 2010 is a U.S. law that finalized and modified key provisions of the Affordable Care Act while also overhauling federal student loan programs.
  • B. 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.
  • C. Moving Ahead for Progress in the 21st Century Act
    The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
  • D. Children's Health Insurance Program Reauthorization Act of 2009
    The Children's Health Insurance Program Reauthorization Act of 2009 is a U.S. federal law that expanded and extended funding for children's health coverage, particularly for low-income families, through the Children's Health Insurance Program (CHIP).
  • E. Donahoe Higher Education Act
    The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: partOfReformPackage
Context triple: [Health Care and Education Reconciliation Act of 2010, partOfReformPackage, 2010 United States health care and education reforms]
  • A. isPartOfReform chosen
    Indicates that an action, measure, or component belongs to, contributes to, or is included within a broader reform initiative or process.
  • B. subjectToReformBy
    Indicates that an entity is undergoing or designated for changes, improvements, or restructuring carried out by another entity.
  • C. reform
    Indicates bringing about significant changes to an existing system, practice, or entity in order to improve or correct it.
  • D. implementedReformsIn
    Indicates that an entity (typically a person, organization, or government) carried out or put into effect specific reforms within a particular context, domain, or location.
  • E. lastReform
    Indicates the most recent reform or change that was applied to an entity, typically linking the entity to its latest reform event or version.
  • F. None of above.

Provenance (4 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaec08dc8190a341809059554f84 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c6df2e88190b6fd58bd8102d62a completed March 14, 2026, 11:54 a.m.
PD Predicate disambiguation batch_69aef8fa6fec81909b1190ecbba61410 completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:34 p.m.