Triple

T21688997

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michele Bachmann	`E535307`	entity
Predicate	representedDistrict	`P1239`	FINISHED
Object	Minnesota's 6th congressional district Minnesota's 6th congressional district is a politically conservative U.S. House district in central Minnesota that includes suburbs of the Twin Cities and has been a Republican stronghold in recent decades.	`E1497012`	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: Minnesota's 6th congressional district | Statement: [Michele Bachmann, representedDistrict, Minnesota's 6th congressional district]

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

Target entity: Minnesota's 6th congressional district
Context triple: [Michele Bachmann, representedDistrict, Minnesota's 6th congressional district]

A. Minnesota's 1st congressional district
Minnesota's 1st congressional district is a predominantly rural and small-city region in southern Minnesota that elects one member to the U.S. House of Representatives.
B. Minnesota’s 7th congressional district
Minnesota’s 7th congressional district is a largely rural, agriculturally focused U.S. House district covering much of western Minnesota.
C. Minnesota’s 2nd congressional district
Minnesota’s 2nd congressional district is a suburban and semi-rural U.S. House district south of the Twin Cities that includes communities such as Burnsville, Eagan, and surrounding counties and is known as a competitive swing district.
D. Minnesota's 8th congressional district
Minnesota's 8th congressional district is a large, predominantly rural and historically mining-oriented U.S. House district in northeastern Minnesota that includes cities such as Duluth and Hibbing.
E. Wisconsin's 6th congressional district
Wisconsin's 6th congressional district is a U.S. House district in eastern Wisconsin that includes a mix of small cities, suburbs, and rural areas along the shores of 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: Minnesota's 6th congressional district
Triple: [Michele Bachmann, representedDistrict, Minnesota's 6th congressional district]

Generated description

Minnesota's 6th congressional district is a politically conservative U.S. House district in central Minnesota that includes suburbs of the Twin Cities and has been a Republican stronghold in recent decades.

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

Target entity: Minnesota's 6th congressional district
Target entity description: Minnesota's 6th congressional district is a politically conservative U.S. House district in central Minnesota that includes suburbs of the Twin Cities and has been a Republican stronghold in recent decades.

A. Minnesota's 1st congressional district
Minnesota's 1st congressional district is a predominantly rural and small-city region in southern Minnesota that elects one member to the U.S. House of Representatives.
B. Minnesota’s 7th congressional district
Minnesota’s 7th congressional district is a largely rural, agriculturally focused U.S. House district covering much of western Minnesota.
C. Minnesota’s 2nd congressional district
Minnesota’s 2nd congressional district is a suburban and semi-rural U.S. House district south of the Twin Cities that includes communities such as Burnsville, Eagan, and surrounding counties and is known as a competitive swing district.
D. Minnesota's 8th congressional district
Minnesota's 8th congressional district is a large, predominantly rural and historically mining-oriented U.S. House district in northeastern Minnesota that includes cities such as Duluth and Hibbing.
E. Wisconsin's 6th congressional district
Wisconsin's 6th congressional district is a U.S. House district in eastern Wisconsin that includes a mix of small cities, suburbs, and rural areas along the shores of 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_69e0c469b6ec8190aee4cadd1527db91`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69ef96cd51d481908df67e4f69826b06`	completed	April 27, 2026, 5:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a1e23a7308190bb36c101760e46dc`	completed	May 17, 2026, 7:59 p.m.
NEDg	Description generation	`batch_6a0a1facb8a48190b61f8df03b38a939`	completed	May 17, 2026, 8:06 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0a202f4c6c8190b46839b2edab7b60`	completed	May 17, 2026, 8:08 p.m.

Created at: April 16, 2026, 6:44 p.m.