Triple

T4836774

Position	Surface form	Disambiguated ID	Type / Status
Subject	Victor L. Berger	`E108077`	entity
Predicate	representedDistrict	`P1239`	FINISHED
Object	Wisconsin's 5th congressional district Wisconsin's 5th congressional district is a U.S. House of Representatives district in southeastern Wisconsin that includes many of Milwaukee’s western suburbs and surrounding communities.	`E475346`	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 5th congressional district | Statement: [Victor L. Berger, representedDistrict, Wisconsin's 5th congressional district]

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

Target entity: Wisconsin's 5th congressional district
Context triple: [Victor L. Berger, representedDistrict, Wisconsin's 5th congressional district]

A. 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.
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. 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.
D. Illinois's 5th congressional district
Illinois's 5th congressional district is a predominantly urban, strongly Democratic U.S. House district centered in Chicago and its nearby suburbs.
E. Iowa's 5th congressional district
Iowa's 5th congressional district was a former U.S. House of Representatives district in western Iowa that existed from the mid-19th century until it was eliminated in the 20th century due to redistricting.
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 5th congressional district
Triple: [Victor L. Berger, representedDistrict, Wisconsin's 5th congressional district]

Generated description

Wisconsin's 5th congressional district is a U.S. House of Representatives district in southeastern Wisconsin that includes many of Milwaukee’s western suburbs and surrounding communities.

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

Target entity: Wisconsin's 5th congressional district
Target entity description: Wisconsin's 5th congressional district is a U.S. House of Representatives district in southeastern Wisconsin that includes many of Milwaukee’s western suburbs and surrounding communities.

A. 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.
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. 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.
D. Illinois's 5th congressional district
Illinois's 5th congressional district is a predominantly urban, strongly Democratic U.S. House district centered in Chicago and its nearby suburbs.
E. Iowa's 5th congressional district
Iowa's 5th congressional district was a former U.S. House of Representatives district in western Iowa that existed from the mid-19th century until it was eliminated in the 20th century due to redistricting.
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_69bd43fbe444819085cb970706ef73f7`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6ce193488190a618250a5681f3ff`	completed	March 20, 2026, 3:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be5cc054ac819099d6d3dbf415e710`	completed	March 21, 2026, 8:54 a.m.
NEDg	Description generation	`batch_69be60d4fa0c8190b6d197eb3dbafff7`	completed	March 21, 2026, 9:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69be61789d388190bc23d7f44cee2e5d`	completed	March 21, 2026, 9:14 a.m.

Created at: March 20, 2026, 1:25 p.m.