Triple

T4116528

Position	Surface form	Disambiguated ID	Type / Status
Subject	Paul Ryan	`E90304`	entity
Predicate	representedDistrict	`P1239`	FINISHED
Object	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.	`E412370`	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: Wisconsin's 1st congressional district | Statement: [Paul Ryan, representedDistrict, Wisconsin's 1st congressional district]

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

Target entity: Wisconsin's 1st congressional district
Context triple: [Paul Ryan, representedDistrict, Wisconsin's 1st congressional district]

A. 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.
B. Michigan's 1st congressional district
Michigan's 1st congressional district is a large, predominantly rural U.S. House district that covers Michigan’s entire Upper Peninsula and parts of the northern Lower Peninsula.
C. Iowa's 1st congressional district
Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
D. Michigan’s 5th congressional district
Michigan’s 5th congressional district is a former U.S. House district in western Michigan that once served as the political base for future President Gerald Ford during his long congressional career.
E. Indiana's 1st congressional district
Indiana's 1st congressional district is a U.S. House district in the northwest corner of Indiana that includes much of the Chicago metropolitan area's Indiana suburbs along Lake Michigan.
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: Wisconsin's 1st congressional district
Triple: [Paul Ryan, representedDistrict, Wisconsin's 1st congressional district]

Generated description

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.

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

Target entity: Wisconsin's 1st congressional district
Target entity description: 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.

A. 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.
B. Michigan's 1st congressional district
Michigan's 1st congressional district is a large, predominantly rural U.S. House district that covers Michigan’s entire Upper Peninsula and parts of the northern Lower Peninsula.
C. Iowa's 1st congressional district
Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
D. Michigan’s 5th congressional district
Michigan’s 5th congressional district is a former U.S. House district in western Michigan that once served as the political base for future President Gerald Ford during his long congressional career.
E. Indiana's 1st congressional district
Indiana's 1st congressional district is a U.S. House district in the northwest corner of Indiana that includes much of the Chicago metropolitan area's Indiana suburbs along Lake Michigan.
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_69aed95c080881908125e30c5dcdc6f8`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af01f347f8819080dd250398474d7e`	completed	March 9, 2026, 5:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b56b90054081908a51c366c6fe51d7`	completed	March 14, 2026, 2:07 p.m.
NEDg	Description generation	`batch_69b56c0a3b1c81908ae4c630c6881c1c`	completed	March 14, 2026, 2:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69b56c94df3481908d2f4a3976fb775b`	completed	March 14, 2026, 2:11 p.m.

Created at: March 9, 2026, 3:41 p.m.