Triple

T735102
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate amendedBy P1121 FINISHED
Object 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.
E90633 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: Health Care and Education Reconciliation Act of 2010 | Statement: [Affordable Care Act, amendedBy, Health Care and Education Reconciliation Act of 2010]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Health Care and Education Reconciliation Act of 2010
Context triple: [Affordable Care Act, amendedBy, Health Care and Education Reconciliation Act of 2010]
  • 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. 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.
  • C. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • D. Housing and Economic Recovery Act of 2008
    The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
  • E. 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.
  • 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: Health Care and Education Reconciliation Act of 2010
Triple: [Affordable Care Act, amendedBy, Health Care and Education Reconciliation Act of 2010]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Health Care and Education Reconciliation Act of 2010
Target entity description: 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.
  • 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. 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.
  • C. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • D. Housing and Economic Recovery Act of 2008
    The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
  • E. 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.
  • 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_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_69a65e3df8e48190905f89acbf7f3667 completed March 3, 2026, 4:06 a.m.
NEDg Description generation batch_69a663f6db448190b82c18393b6c7a3c completed March 3, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69a6646c5d3c81909b51268eaf8d14be completed March 3, 2026, 4:32 a.m.
Created at: March 1, 2026, 7:37 p.m.