Triple

T4010531
Position Surface form Disambiguated ID Type / Status
Subject Health Care and Education Reconciliation Act of 2010 E90633 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 111-152
Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
E406174 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: Public Law 111-152 | Statement: [Health Care and Education Reconciliation Act of 2010, publicLawNumber, Public Law 111-152]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 111-152
Context triple: [Health Care and Education Reconciliation Act of 2010, publicLawNumber, Public Law 111-152]
  • A. Public Law 111-148
    Public Law 111-148 is the landmark U.S. federal statute enacted in 2010 that overhauled the healthcare system by expanding insurance coverage, introducing consumer protections, and implementing cost-control measures.
  • B. Public Law 111-296
    Public Law 111-296 is a U.S. federal statute enacted in 2010 that reauthorized and strengthened child nutrition programs, including school meals, to improve children’s health and reduce hunger.
  • C. Public Law 111-84
    Public Law 111-84 is the National Defense Authorization Act for Fiscal Year 2010, a U.S. federal law that authorizes defense programs and sets related policies and funding.
  • D. Public Law 111-203
    Public Law 111-203 is the formal designation of the Dodd–Frank Wall Street Reform and Consumer Protection Act, a major 2010 U.S. financial regulatory reform law enacted in response to the 2008 financial crisis.
  • E. Public Law 111-267
    Public Law 111-267 is a United States federal statute that authorized and set policy and funding priorities for NASA in 2010, shaping the agency’s programs and direction in human spaceflight, exploration, and research.
  • 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: Public Law 111-152
Triple: [Health Care and Education Reconciliation Act of 2010, publicLawNumber, Public Law 111-152]
Generated description
Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 111-152
Target entity description: Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
  • A. Public Law 111-148
    Public Law 111-148 is the landmark U.S. federal statute enacted in 2010 that overhauled the healthcare system by expanding insurance coverage, introducing consumer protections, and implementing cost-control measures.
  • B. Public Law 111-296
    Public Law 111-296 is a U.S. federal statute enacted in 2010 that reauthorized and strengthened child nutrition programs, including school meals, to improve children’s health and reduce hunger.
  • C. Public Law 111-84
    Public Law 111-84 is the National Defense Authorization Act for Fiscal Year 2010, a U.S. federal law that authorizes defense programs and sets related policies and funding.
  • D. Public Law 111-203
    Public Law 111-203 is the formal designation of the Dodd–Frank Wall Street Reform and Consumer Protection Act, a major 2010 U.S. financial regulatory reform law enacted in response to the 2008 financial crisis.
  • E. Public Law 111-267
    Public Law 111-267 is a United States federal statute that authorized and set policy and funding priorities for NASA in 2010, shaping the agency’s programs and direction in human spaceflight, exploration, and research.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa86c92c81908d8a610b14e22131 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c6df2e88190b6fd58bd8102d62a completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d506140819096934d30f9986866 completed March 14, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69b54ded2e6c8190a6dc9ce2f5d474b8 completed March 14, 2026, noon
Created at: March 9, 2026, 3:34 p.m.