Triple

T735101
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate publicLawNumber P1117 FINISHED
Object 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.
E87666 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 111-148 | Statement: [Affordable Care Act, publicLawNumber, Public Law 111-148]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 111-148
Context triple: [Affordable Care Act, publicLawNumber, Public Law 111-148]
  • A. 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.
  • B. Public Law 110-289
    Public Law 110-289 is a major 2008 U.S. federal statute that overhauled housing finance regulation, created new oversight for Fannie Mae and Freddie Mac, and responded to the subprime mortgage crisis.
  • C. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • D. Public Law 109-58
    Public Law 109-58 is the formal designation of the Energy Policy Act of 2005, a major U.S. federal law that overhauled national energy policy across areas such as electricity, oil and gas, renewable energy, and energy efficiency.
  • E. Public Law 101-380
    Public Law 101-380 is the formal designation of the Oil Pollution Act of 1990, a major U.S. federal law that strengthened regulations and liability for oil spill prevention and response following the Exxon Valdez disaster.
  • 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 111-148
Triple: [Affordable Care Act, publicLawNumber, Public Law 111-148]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 111-148
Target entity description: 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.
  • A. 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.
  • B. Public Law 110-289
    Public Law 110-289 is a major 2008 U.S. federal statute that overhauled housing finance regulation, created new oversight for Fannie Mae and Freddie Mac, and responded to the subprime mortgage crisis.
  • C. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • D. Public Law 109-58
    Public Law 109-58 is the formal designation of the Energy Policy Act of 2005, a major U.S. federal law that overhauled national energy policy across areas such as electricity, oil and gas, renewable energy, and energy efficiency.
  • E. Public Law 101-380
    Public Law 101-380 is the formal designation of the Oil Pollution Act of 1990, a major U.S. federal law that strengthened regulations and liability for oil spill prevention and response following the Exxon Valdez disaster.
  • 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_69a64a5f0de4819083457c86e5e93ba0 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b03246081908c20445a7a401008 completed March 3, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a64b4e9cec8190a3dcc378f853be0d completed March 3, 2026, 2:45 a.m.
Created at: March 1, 2026, 7:37 p.m.