Triple

T4089624
Position Surface form Disambiguated ID Type / Status
Subject Title IV Prevention of Chronic Disease and Improving Public Health E87672 entity
Predicate enactedWith P52947 FINISHED
Object Patient Protection and Affordable Care Act of 2010 E14911 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: Patient Protection and Affordable Care Act of 2010 | Statement: [Title IV Prevention of Chronic Disease and Improving Public Health, enactedWith, Patient Protection and Affordable Care Act of 2010]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Patient Protection and Affordable Care Act of 2010
Context triple: [Title IV Prevention of Chronic Disease and Improving Public Health, enactedWith, Patient Protection and Affordable Care Act of 2010]
  • 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 Care and Education Reconciliation Act of 2010
    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.
  • C. 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).
  • D. 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.
  • E. 21st Century Cures Act
    The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
  • 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: enactedWith
Context triple: [Title IV Prevention of Chronic Disease and Improving Public Health, enactedWith, Patient Protection and Affordable Care Act of 2010]
  • A. enactedBy
    Indicates that a law, policy, or formal measure is officially established or brought into effect by a specific authority or governing body.
  • B. enactedAfter
    Indicates that one enactment event occurred later in time than another enactment event.
  • C. enactedDuring
    Indicates that an action, event, or state occurred within the temporal span of a specified time period or event.
  • D. signedIntoLawIn
    Indicates that a proposed law or bill was formally approved and enacted by an authorized official in a specific place or jurisdiction.
  • E. enactedInResponseTo
    Indicates that one action, policy, or measure was carried out as a direct reaction to a specific prior event, condition, or stimulus.
  • 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcab0a1c8190a1b0ca48ebc95b31 completed March 9, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5db72503c81909e9cf69f23d093fc completed March 14, 2026, 10:04 p.m.
PD Predicate disambiguation batch_69aef909c9c88190b09d48dad325a83c completed March 9, 2026, 4:44 p.m.
PDg Predicate description generation batch_69aef9b34dec81909bbc3def9decc71a completed March 9, 2026, 4:47 p.m.
Created at: March 9, 2026, 3:39 p.m.