Triple
T4924597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott Walker |
E110546
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Act 10 collective bargaining law
The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
|
E480147
|
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: Act 10 collective bargaining law | Statement: [Scott Walker, notableWork, Act 10 collective bargaining law]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Act 10 collective bargaining law Context triple: [Scott Walker, notableWork, Act 10 collective bargaining law]
-
A.
Labor-Management Reporting and Disclosure Act of 1959
The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
-
B.
Fuero del Trabajo
Fuero del Trabajo was a foundational Francoist labor charter that established corporatist, authoritarian regulation of work and social rights in Spain under Francisco Franco’s regime.
-
C.
Taft–Hartley Act
The Taft–Hartley Act is a 1947 U.S. federal labor law that significantly restricted the powers of labor unions and amended the original National Labor Relations Act.
-
D.
Ley Iglesias
Ley Iglesias was a controversial 19th-century Mexican law that regulated ecclesiastical fees and limited the Catholic Church’s economic power during the Reform era.
-
E.
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.
- 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: Act 10 collective bargaining law Triple: [Scott Walker, notableWork, Act 10 collective bargaining law]
Generated description
The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Act 10 collective bargaining law Target entity description: The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
-
A.
Labor-Management Reporting and Disclosure Act of 1959
The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
-
B.
Fuero del Trabajo
Fuero del Trabajo was a foundational Francoist labor charter that established corporatist, authoritarian regulation of work and social rights in Spain under Francisco Franco’s regime.
-
C.
Taft–Hartley Act
The Taft–Hartley Act is a 1947 U.S. federal labor law that significantly restricted the powers of labor unions and amended the original National Labor Relations Act.
-
D.
Ley Iglesias
Ley Iglesias was a controversial 19th-century Mexican law that regulated ecclesiastical fees and limited the Catholic Church’s economic power during the Reform era.
-
E.
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.
- 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_69bd4413f9908190afcff44d7929cc4c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ffeb86c8190a2fabe1ae1d54118 |
completed | March 20, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77a6e1648190921487e3d81441b3 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be78292a988190ba51886095629b9c |
completed | March 21, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7892b34c819095100b14a80d6fa4 |
completed | March 21, 2026, 10:53 a.m. |
Created at: March 20, 2026, 1:30 p.m.