Triple

T19202663
Position Surface form Disambiguated ID Type / Status
Subject Act 10 collective bargaining law E480147 entity
Predicate alsoKnownAs P39 FINISHED
Object Wisconsin Budget Repair Bill
The Wisconsin Budget Repair Bill, formally known as Act 10, is a controversial 2011 Wisconsin law that significantly curtailed public-sector collective bargaining rights and sparked massive protests and national debate over labor policy.
E1365189 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: Wisconsin Budget Repair Bill | Statement: [Act 10 collective bargaining law, alsoKnownAs, Wisconsin Budget Repair Bill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin Budget Repair Bill
Context triple: [Act 10 collective bargaining law, alsoKnownAs, Wisconsin Budget Repair Bill]
  • A. Welfare reform in Wisconsin
    Welfare reform in Wisconsin was a pioneering state-level overhaul of public assistance programs in the 1990s, led by Governor Tommy Thompson, that became a national model for reducing welfare rolls and promoting work requirements.
  • B. Wisconsin Legislative Reference Bureau
    The Wisconsin Legislative Reference Bureau is a nonpartisan legislative service agency that provides legal, research, and information support to the Wisconsin Legislature and the public.
  • C. 2012 Wisconsin gubernatorial recall election
    The 2012 Wisconsin gubernatorial recall election was a rare midterm statewide vote in which Wisconsin voters attempted, but ultimately failed, to remove Governor Scott Walker from office over his controversial public-sector union reforms.
  • 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. Wisconsin Legislative Technology Services Bureau
    The Wisconsin Legislative Technology Services Bureau is a nonpartisan state agency that provides technical and information services, including mapping and data support, to the Wisconsin Legislature.
  • 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: Wisconsin Budget Repair Bill
Triple: [Act 10 collective bargaining law, alsoKnownAs, Wisconsin Budget Repair Bill]
Generated description
The Wisconsin Budget Repair Bill, formally known as Act 10, is a controversial 2011 Wisconsin law that significantly curtailed public-sector collective bargaining rights and sparked massive protests and national debate over labor policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin Budget Repair Bill
Target entity description: The Wisconsin Budget Repair Bill, formally known as Act 10, is a controversial 2011 Wisconsin law that significantly curtailed public-sector collective bargaining rights and sparked massive protests and national debate over labor policy.
  • A. Welfare reform in Wisconsin
    Welfare reform in Wisconsin was a pioneering state-level overhaul of public assistance programs in the 1990s, led by Governor Tommy Thompson, that became a national model for reducing welfare rolls and promoting work requirements.
  • B. Wisconsin Legislative Reference Bureau
    The Wisconsin Legislative Reference Bureau is a nonpartisan legislative service agency that provides legal, research, and information support to the Wisconsin Legislature and the public.
  • C. 2012 Wisconsin gubernatorial recall election
    The 2012 Wisconsin gubernatorial recall election was a rare midterm statewide vote in which Wisconsin voters attempted, but ultimately failed, to remove Governor Scott Walker from office over his controversial public-sector union reforms.
  • 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. Wisconsin Legislative Technology Services Bureau
    The Wisconsin Legislative Technology Services Bureau is a nonpartisan state agency that provides technical and information services, including mapping and data support, to the Wisconsin Legislature.
  • 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_69d8e8cb8c348190b52075823911c869 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5f99a571c8190a1d53eb1994e0058 completed April 20, 2026, 10:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0700de73948190a22ce83fa351f099 completed May 15, 2026, 11:17 a.m.
NEDg Description generation batch_6a07028a76ec8190a73f5ad24d380855 completed May 15, 2026, 11:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0703248b748190b683455342da7238 completed May 15, 2026, 11:27 a.m.
Created at: April 10, 2026, 1:12 p.m.