Triple

T17005948
Position Surface form Disambiguated ID Type / Status
Subject American Taxpayer Relief Act of 2012 E412569 entity
Predicate context P36 FINISHED
Object United States fiscal cliff of 2012–2013
The United States fiscal cliff of 2012–2013 was a looming combination of expiring tax cuts and automatic spending reductions that threatened to significantly tighten fiscal policy and potentially trigger a recession unless Congress intervened.
E1244472 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: United States fiscal cliff of 2012–2013 | Statement: [American Taxpayer Relief Act of 2012, context, United States fiscal cliff of 2012–2013]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States fiscal cliff of 2012–2013
Context triple: [American Taxpayer Relief Act of 2012, context, United States fiscal cliff of 2012–2013]
  • A. 2013 United States federal government shutdown
    The 2013 United States federal government shutdown was a 16-day partial closure of federal operations triggered by a budget impasse in Congress, largely centered on disputes over funding the Affordable Care Act.
  • B. United States debt ceiling
    The United States debt ceiling is a statutory limit set by Congress on the total amount of money the federal government is authorized to borrow to meet its existing legal obligations.
  • C. 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.
  • D. 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.
  • E. New York City fiscal crisis
    The New York City fiscal crisis was a mid-1970s financial emergency in which the city nearly went bankrupt, prompting drastic budget cuts, federal intervention, and long-lasting changes to urban governance and public services.
  • 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: United States fiscal cliff of 2012–2013
Triple: [American Taxpayer Relief Act of 2012, context, United States fiscal cliff of 2012–2013]
Generated description
The United States fiscal cliff of 2012–2013 was a looming combination of expiring tax cuts and automatic spending reductions that threatened to significantly tighten fiscal policy and potentially trigger a recession unless Congress intervened.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States fiscal cliff of 2012–2013
Target entity description: The United States fiscal cliff of 2012–2013 was a looming combination of expiring tax cuts and automatic spending reductions that threatened to significantly tighten fiscal policy and potentially trigger a recession unless Congress intervened.
  • A. 2013 United States federal government shutdown
    The 2013 United States federal government shutdown was a 16-day partial closure of federal operations triggered by a budget impasse in Congress, largely centered on disputes over funding the Affordable Care Act.
  • B. United States debt ceiling
    The United States debt ceiling is a statutory limit set by Congress on the total amount of money the federal government is authorized to borrow to meet its existing legal obligations.
  • C. 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.
  • D. 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.
  • E. New York City fiscal crisis
    The New York City fiscal crisis was a mid-1970s financial emergency in which the city nearly went bankrupt, prompting drastic budget cuts, federal intervention, and long-lasting changes to urban governance and public services.
  • 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.