Triple

T13961020
Position Surface form Disambiguated ID Type / Status
Subject Statutory Pay-As-You-Go Act of 2010 E335790 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 111-139
Public Law 111-139 is a U.S. federal law enacted in 2010 that reinstated statutory pay-as-you-go budget rules to help control federal deficits by requiring new spending or tax changes to be deficit-neutral.
E1075986 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 111-139 | Statement: [Statutory Pay-As-You-Go Act of 2010, publicLawNumber, Public Law 111-139]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 111-139
Context triple: [Statutory Pay-As-You-Go Act of 2010, publicLawNumber, Public Law 111-139]
  • A. 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.
  • B. Public Law 111-13
    Public Law 111-13 is a 2009 United States federal law that expanded national and community service programs, including AmeriCorps, to increase volunteer opportunities and civic engagement.
  • C. Public Law 112-239
    Public Law 112-239 is the U.S. National Defense Authorization Act for Fiscal Year 2013, a federal statute that, among other provisions, governs various defense programs and policies.
  • 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 111-152
    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.
  • 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 111-139
Triple: [Statutory Pay-As-You-Go Act of 2010, publicLawNumber, Public Law 111-139]
Generated description
Public Law 111-139 is a U.S. federal law enacted in 2010 that reinstated statutory pay-as-you-go budget rules to help control federal deficits by requiring new spending or tax changes to be deficit-neutral.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 111-139
Target entity description: Public Law 111-139 is a U.S. federal law enacted in 2010 that reinstated statutory pay-as-you-go budget rules to help control federal deficits by requiring new spending or tax changes to be deficit-neutral.
  • A. 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.
  • B. Public Law 111-13
    Public Law 111-13 is a 2009 United States federal law that expanded national and community service programs, including AmeriCorps, to increase volunteer opportunities and civic engagement.
  • C. Public Law 112-239
    Public Law 112-239 is the U.S. National Defense Authorization Act for Fiscal Year 2013, a federal statute that, among other provisions, governs various defense programs and policies.
  • 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 111-152
    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.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7b2f908190aa32f22298964746 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc321c600819085052392de9b0b53 completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc26cfe8588190a7204dd9b966d26d completed May 7, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69fc27d1aaa08190a00cb15e5beb8c88 completed May 7, 2026, 5:49 a.m.
Created at: April 9, 2026, 10:17 p.m.