Triple
T4924601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott Walker |
E110546
|
entity |
| Predicate | participantIn |
P149
|
FINISHED |
| Object |
2011 Wisconsin protests
The 2011 Wisconsin protests were large-scale demonstrations centered at the state capitol in Madison opposing Governor Scott Walker’s proposed legislation to limit public sector collective bargaining rights and cut benefits.
|
E480148
|
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: 2011 Wisconsin protests | Statement: [Scott Walker, participantIn, 2011 Wisconsin protests]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2011 Wisconsin protests Context triple: [Scott Walker, participantIn, 2011 Wisconsin protests]
-
A.
Occupy Wall Street
Occupy Wall Street was a 2011 protest movement in New York City’s financial district that sparked global demonstrations against economic inequality and corporate influence in politics.
-
B.
2011 Chilean student protests
The 2011 Chilean student protests were a massive nationwide movement led largely by university and secondary students demanding comprehensive education reform, including free, high-quality public education and an end to profit in the education system.
-
C.
Columbia University protests of 1968
The Columbia University protests of 1968 were a major student-led uprising against university policies and the Vietnam War, emblematic of the radical activism and campus unrest associated with the New Left in the late 1960s.
-
D.
1970 Polish protests
The 1970 Polish protests were a series of worker-led demonstrations and riots in communist Poland sparked by sudden price increases, which were violently suppressed and led to significant political changes in the country's leadership.
-
E.
DeBoer v. Snyder
DeBoer v. Snyder was a federal court case challenging Michigan’s same-sex marriage ban that became one of the key cases consolidated into the landmark Supreme Court decision in Obergefell v. Hodges, which legalized same-sex marriage nationwide.
- 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: 2011 Wisconsin protests Triple: [Scott Walker, participantIn, 2011 Wisconsin protests]
Generated description
The 2011 Wisconsin protests were large-scale demonstrations centered at the state capitol in Madison opposing Governor Scott Walker’s proposed legislation to limit public sector collective bargaining rights and cut benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2011 Wisconsin protests Target entity description: The 2011 Wisconsin protests were large-scale demonstrations centered at the state capitol in Madison opposing Governor Scott Walker’s proposed legislation to limit public sector collective bargaining rights and cut benefits.
-
A.
Occupy Wall Street
Occupy Wall Street was a 2011 protest movement in New York City’s financial district that sparked global demonstrations against economic inequality and corporate influence in politics.
-
B.
2011 Chilean student protests
The 2011 Chilean student protests were a massive nationwide movement led largely by university and secondary students demanding comprehensive education reform, including free, high-quality public education and an end to profit in the education system.
-
C.
Columbia University protests of 1968
The Columbia University protests of 1968 were a major student-led uprising against university policies and the Vietnam War, emblematic of the radical activism and campus unrest associated with the New Left in the late 1960s.
-
D.
1970 Polish protests
The 1970 Polish protests were a series of worker-led demonstrations and riots in communist Poland sparked by sudden price increases, which were violently suppressed and led to significant political changes in the country's leadership.
-
E.
DeBoer v. Snyder
DeBoer v. Snyder was a federal court case challenging Michigan’s same-sex marriage ban that became one of the key cases consolidated into the landmark Supreme Court decision in Obergefell v. Hodges, which legalized same-sex marriage nationwide.
- 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.