Triple
T19202718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2011 Wisconsin protests |
E480148
|
entity |
| Predicate | hasCause |
P708
|
FINISHED |
| Object | 2011 Wisconsin Act 10 |
—
|
NE NERFINISHED |
How this triple was built (2 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: 2011 Wisconsin Act 10 | Statement: [2011 Wisconsin protests, hasCause, 2011 Wisconsin Act 10]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2011 Wisconsin Act 10 Context triple: [2011 Wisconsin protests, hasCause, 2011 Wisconsin Act 10]
-
A.
Wisconsin Budget Repair Bill
chosen
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.
-
B.
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.
-
C.
Simpson–Mazzoli Act
The Simpson–Mazzoli Act is a landmark 1986 U.S. federal law that overhauled immigration policy by granting amnesty to certain undocumented immigrants while imposing new sanctions on employers who hired unauthorized workers.
-
D.
Landrum–Griffin Act
The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 1:12 p.m.