Triple

T17005916
Position Surface form Disambiguated ID Type / Status
Subject American Taxpayer Relief Act of 2012 E412569 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 112-240
Public Law 112-240 is the U.S. federal statute commonly known as the American Taxpayer Relief Act of 2012, which addressed the so-called "fiscal cliff" by modifying tax rates and delaying automatic spending cuts.
E1248909 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 112-240 | Statement: [American Taxpayer Relief Act of 2012, publicLawNumber, Public Law 112-240]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 112-240
Context triple: [American Taxpayer Relief Act of 2012, publicLawNumber, Public Law 112-240]
  • A. 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.
  • B. Public Law 111-24
    Public Law 111-24 is the formal designation of the Credit CARD Act of 2009, a U.S. federal law that reformed credit card industry practices to enhance consumer protections.
  • C. Public Law 111-220
    Public Law 111-220 is the U.S. federal statute commonly known as the Fair Sentencing Act of 2010, which reduced the sentencing disparity between crack and powder cocaine offenses.
  • D. Public Law 112-81
    Public Law 112-81 is the enacted U.S. federal statute commonly known as the National Defense Authorization Act for Fiscal Year 2012, which authorized defense programs and spending and drew controversy over its detention provisions.
  • E. Public Law 112-29
    Public Law 112-29 is the formal designation of the Leahy–Smith America Invents Act, a major 2011 U.S. patent reform law that overhauled the nation’s patent system.
  • 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 112-240
Triple: [American Taxpayer Relief Act of 2012, publicLawNumber, Public Law 112-240]
Generated description
Public Law 112-240 is the U.S. federal statute commonly known as the American Taxpayer Relief Act of 2012, which addressed the so-called "fiscal cliff" by modifying tax rates and delaying automatic spending cuts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 112-240
Target entity description: Public Law 112-240 is the U.S. federal statute commonly known as the American Taxpayer Relief Act of 2012, which addressed the so-called "fiscal cliff" by modifying tax rates and delaying automatic spending cuts.
  • A. 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.
  • B. Public Law 111-24
    Public Law 111-24 is the formal designation of the Credit CARD Act of 2009, a U.S. federal law that reformed credit card industry practices to enhance consumer protections.
  • C. Public Law 111-220
    Public Law 111-220 is the U.S. federal statute commonly known as the Fair Sentencing Act of 2010, which reduced the sentencing disparity between crack and powder cocaine offenses.
  • D. Public Law 112-81
    Public Law 112-81 is the enacted U.S. federal statute commonly known as the National Defense Authorization Act for Fiscal Year 2012, which authorized defense programs and spending and drew controversy over its detention provisions.
  • E. Public Law 112-29
    Public Law 112-29 is the formal designation of the Leahy–Smith America Invents Act, a major 2011 U.S. patent reform law that overhauled the nation’s patent system.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3831268819089286053a5acf653 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed0b78481909a11c1529db6c1cd completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012f9339d88190a8976240f5b2a8d8 completed May 11, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a01301a4fbc8190bbd5b5b9bad814d3 completed May 11, 2026, 1:25 a.m.
Created at: April 10, 2026, 5:32 a.m.