Triple

T4924604

Position	Surface form	Disambiguated ID	Type / Status
Subject	Scott Walker	`E110546`	entity
Predicate	participantIn	`P149`	FINISHED
Object	2010 Wisconsin gubernatorial election The 2010 Wisconsin gubernatorial election was the statewide contest in which voters chose the state's governor, resulting in Republican Scott Walker's victory and marking a significant political shift in Wisconsin.	`E480150`	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: 2010 Wisconsin gubernatorial election | Statement: [Scott Walker, participantIn, 2010 Wisconsin gubernatorial election]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: 2010 Wisconsin gubernatorial election
Context triple: [Scott Walker, participantIn, 2010 Wisconsin gubernatorial election]

A. United States Senate election in Wisconsin
The United States Senate election in Wisconsin is a statewide contest held to choose one of Wisconsin’s two members of the U.S. Senate, often featuring prominent political figures and reflecting the state’s shifting political landscape.
B. Wisconsin's 2nd congressional district
Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
C. Indiana gubernatorial election
The Indiana gubernatorial election is the statewide contest in which voters choose the governor, the chief executive of the U.S. state of Indiana.
D. 2022 Connecticut gubernatorial election
The 2022 Connecticut gubernatorial election was the statewide contest in which voters chose the governor and lieutenant governor of Connecticut for a four-year term.
E. Wisconsin's 1st congressional district
Wisconsin's 1st congressional district is a southeastern Wisconsin U.S. House district that includes cities such as Janesville and Racine and has been a notable Republican stronghold in recent decades.
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: 2010 Wisconsin gubernatorial election
Triple: [Scott Walker, participantIn, 2010 Wisconsin gubernatorial election]

Generated description

The 2010 Wisconsin gubernatorial election was the statewide contest in which voters chose the state's governor, resulting in Republican Scott Walker's victory and marking a significant political shift in Wisconsin.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: 2010 Wisconsin gubernatorial election
Target entity description: The 2010 Wisconsin gubernatorial election was the statewide contest in which voters chose the state's governor, resulting in Republican Scott Walker's victory and marking a significant political shift in Wisconsin.

A. United States Senate election in Wisconsin
The United States Senate election in Wisconsin is a statewide contest held to choose one of Wisconsin’s two members of the U.S. Senate, often featuring prominent political figures and reflecting the state’s shifting political landscape.
B. Wisconsin's 2nd congressional district
Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
C. Indiana gubernatorial election
The Indiana gubernatorial election is the statewide contest in which voters choose the governor, the chief executive of the U.S. state of Indiana.
D. 2022 Connecticut gubernatorial election
The 2022 Connecticut gubernatorial election was the statewide contest in which voters chose the governor and lieutenant governor of Connecticut for a four-year term.
E. Wisconsin's 1st congressional district
Wisconsin's 1st congressional district is a southeastern Wisconsin U.S. House district that includes cities such as Janesville and Racine and has been a notable Republican stronghold in recent decades.
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.