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.