Triple

T17005905
Position Surface form Disambiguated ID Type / Status
Subject American Taxpayer Relief Act of 2012 E412569 entity
Predicate alsoKnownAs P39 FINISHED
Object Fiscal Cliff bill
The Fiscal Cliff bill, formally known as the American Taxpayer Relief Act of 2012, was U.S. legislation that averted scheduled tax increases and spending cuts at the start of 2013 by making most Bush-era tax cuts permanent for middle-income Americans while allowing rates to rise for top earners.
E1244469 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: Fiscal Cliff bill | Statement: [American Taxpayer Relief Act of 2012, alsoKnownAs, Fiscal Cliff bill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiscal Cliff bill
Context triple: [American Taxpayer Relief Act of 2012, alsoKnownAs, Fiscal Cliff bill]
  • A. Bipartisan Budget Act of 2013
    The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
  • B. Simpson–Bowles deficit reduction plan
    The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
  • C. Clinton deficit reduction act
    The Clinton deficit reduction act was a major 1993 U.S. budget law that raised taxes and limited spending in an effort to reduce the federal deficit during President Bill Clinton’s administration.
  • D. Gramm–Latta Budget
    The Gramm–Latta Budget was a landmark 1981 U.S. federal budget package that implemented President Ronald Reagan’s early economic agenda, featuring major tax cuts and reductions in domestic spending.
  • E. Fiscal Responsibility and Budget Management Act
    The Fiscal Responsibility and Budget Management Act is an Indian law aimed at institutionalizing financial discipline by setting targets for reducing fiscal deficits and improving the government’s overall fiscal health.
  • 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: Fiscal Cliff bill
Triple: [American Taxpayer Relief Act of 2012, alsoKnownAs, Fiscal Cliff bill]
Generated description
The Fiscal Cliff bill, formally known as the American Taxpayer Relief Act of 2012, was U.S. legislation that averted scheduled tax increases and spending cuts at the start of 2013 by making most Bush-era tax cuts permanent for middle-income Americans while allowing rates to rise for top earners.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiscal Cliff bill
Target entity description: The Fiscal Cliff bill, formally known as the American Taxpayer Relief Act of 2012, was U.S. legislation that averted scheduled tax increases and spending cuts at the start of 2013 by making most Bush-era tax cuts permanent for middle-income Americans while allowing rates to rise for top earners.
  • A. Bipartisan Budget Act of 2013
    The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
  • B. Simpson–Bowles deficit reduction plan
    The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
  • C. Clinton deficit reduction act
    The Clinton deficit reduction act was a major 1993 U.S. budget law that raised taxes and limited spending in an effort to reduce the federal deficit during President Bill Clinton’s administration.
  • D. Gramm–Latta Budget
    The Gramm–Latta Budget was a landmark 1981 U.S. federal budget package that implemented President Ronald Reagan’s early economic agenda, featuring major tax cuts and reductions in domestic spending.
  • E. Fiscal Responsibility and Budget Management Act
    The Fiscal Responsibility and Budget Management Act is an Indian law aimed at institutionalizing financial discipline by setting targets for reducing fiscal deficits and improving the government’s overall fiscal health.
  • 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_6a00dc2035848190bf299875d37c8ac7 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d7d03c8190943777f4eac956fd completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a01159a08b081908fc82adc7cca532a completed May 10, 2026, 11:32 p.m.
Created at: April 10, 2026, 5:32 a.m.