Triple

T22715365

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wilkinson County, Georgia	`E561713`	entity
Predicate	locatedIn	`P40`	FINISHED
Object	United States congressional district 8 (as of 2020s) United States congressional district 8 (as of the 2020s) is a largely rural, Republican-leaning U.S. House district in central and south-central Georgia that includes cities such as Macon and Valdosta.	`E1550339`	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: United States congressional district 8 (as of 2020s) | Statement: [Wilkinson County, Georgia, locatedIn, United States congressional district 8 (as of 2020s)]

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

Target entity: United States congressional district 8 (as of 2020s)
Context triple: [Wilkinson County, Georgia, locatedIn, United States congressional district 8 (as of 2020s)]

A. Washington's 8th congressional district
Washington's 8th congressional district is a U.S. House district in Washington State that includes a mix of suburban and rural communities east of Seattle, encompassing parts of King, Pierce, Kittitas, and Chelan counties.
B. At-large United States congressional districts
At-large United States congressional districts are congressional seats that represent an entire U.S. state rather than a specific geographic subdivision within the state.
C. United States federal electoral districts
United States federal electoral districts are geographically defined constituencies that each elect a member to the U.S. House of Representatives.
D. United States congressional districts in California
United States congressional districts in California are the geographically defined electoral areas within the state from which voters elect their representatives to the U.S. House of Representatives.
E. Pennsylvania's 8th congressional district
Pennsylvania's 8th congressional district is a U.S. House of Representatives district in northeastern Pennsylvania that has historically included parts of the Scranton–Wilkes-Barre and Philadelphia suburban regions, and was once represented by influential abolitionist Thaddeus Stevens.
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: United States congressional district 8 (as of 2020s)
Triple: [Wilkinson County, Georgia, locatedIn, United States congressional district 8 (as of 2020s)]

Generated description

United States congressional district 8 (as of the 2020s) is a largely rural, Republican-leaning U.S. House district in central and south-central Georgia that includes cities such as Macon and Valdosta.

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

Target entity: United States congressional district 8 (as of 2020s)
Target entity description: United States congressional district 8 (as of the 2020s) is a largely rural, Republican-leaning U.S. House district in central and south-central Georgia that includes cities such as Macon and Valdosta.

A. Washington's 8th congressional district
Washington's 8th congressional district is a U.S. House district in Washington State that includes a mix of suburban and rural communities east of Seattle, encompassing parts of King, Pierce, Kittitas, and Chelan counties.
B. At-large United States congressional districts
At-large United States congressional districts are congressional seats that represent an entire U.S. state rather than a specific geographic subdivision within the state.
C. United States federal electoral districts
United States federal electoral districts are geographically defined constituencies that each elect a member to the U.S. House of Representatives.
D. United States congressional districts in California
United States congressional districts in California are the geographically defined electoral areas within the state from which voters elect their representatives to the U.S. House of Representatives.
E. Pennsylvania's 8th congressional district
Pennsylvania's 8th congressional district is a U.S. House of Representatives district in northeastern Pennsylvania that has historically included parts of the Scranton–Wilkes-Barre and Philadelphia suburban regions, and was once represented by influential abolitionist Thaddeus Stevens.
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_69e2454f1348819088d83f420925a5c1`	completed	April 17, 2026, 2:35 p.m.
NER	Named-entity recognition	`batch_69f1790ca59881909064d49f331fb711`	completed	April 29, 2026, 3:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b7edd69648190af49c198a389798f`	completed	May 18, 2026, 9:04 p.m.
NEDg	Description generation	`batch_6a0b80627f10819096773bfbc8d8fc76`	completed	May 18, 2026, 9:10 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b813421ec8190bdc6e0920ddbf6a5`	completed	May 18, 2026, 9:14 p.m.

Created at: April 17, 2026, 3:18 p.m.