Triple

T4973634

Position	Surface form	Disambiguated ID	Type / Status
Subject	William Schley	`E111711`	entity
Predicate	representedDistrict	`P1239`	FINISHED
Object	Georgia at-large congressional district The Georgia at-large congressional district was a former United States House of Representatives district in which the entire state of Georgia was represented as a single constituency rather than being divided into multiple districts.	`E483845`	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: Georgia at-large congressional district | Statement: [William Schley, representedDistrict, Georgia at-large congressional district]

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

Target entity: Georgia at-large congressional district
Context triple: [William Schley, representedDistrict, Georgia at-large congressional district]

A. Georgia's 1st congressional district
Georgia's 1st congressional district is a U.S. House district in southeastern Georgia that includes the coastal region around Savannah and several surrounding counties.
B. Georgia’s 2nd congressional district
Georgia’s 2nd congressional district is a largely rural, majority-Black U.S. House district in southwestern Georgia that includes cities such as Albany and Columbus and is known as a Democratic stronghold.
C. Georgia's 4th congressional district
Georgia's 4th congressional district is a U.S. House district in the Atlanta metropolitan area known for its predominantly Democratic electorate and history of electing progressive representatives.
D. Georgia's 3rd congressional district
Georgia's 3rd congressional district is a U.S. House district in west-central Georgia that includes a mix of suburban and rural communities and is known as a reliably Republican stronghold.
E. Georgia's 8th congressional district
Georgia's 8th congressional district is a largely rural, conservative-leaning U.S. House district in south-central Georgia that includes cities such as Warner Robins and Valdosta.
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: Georgia at-large congressional district
Triple: [William Schley, representedDistrict, Georgia at-large congressional district]

Generated description

The Georgia at-large congressional district was a former United States House of Representatives district in which the entire state of Georgia was represented as a single constituency rather than being divided into multiple districts.

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

Target entity: Georgia at-large congressional district
Target entity description: The Georgia at-large congressional district was a former United States House of Representatives district in which the entire state of Georgia was represented as a single constituency rather than being divided into multiple districts.

A. Georgia's 1st congressional district
Georgia's 1st congressional district is a U.S. House district in southeastern Georgia that includes the coastal region around Savannah and several surrounding counties.
B. Georgia’s 2nd congressional district
Georgia’s 2nd congressional district is a largely rural, majority-Black U.S. House district in southwestern Georgia that includes cities such as Albany and Columbus and is known as a Democratic stronghold.
C. Georgia's 4th congressional district
Georgia's 4th congressional district is a U.S. House district in the Atlanta metropolitan area known for its predominantly Democratic electorate and history of electing progressive representatives.
D. Georgia's 3rd congressional district
Georgia's 3rd congressional district is a U.S. House district in west-central Georgia that includes a mix of suburban and rural communities and is known as a reliably Republican stronghold.
E. Georgia's 8th congressional district
Georgia's 8th congressional district is a largely rural, conservative-leaning U.S. House district in south-central Georgia that includes cities such as Warner Robins and Valdosta.
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_69bd441a0eb481908050fa4273b19eae`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd72162d9c81908f05ee1eea013747`	completed	March 20, 2026, 4:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be81fcd98081909759612c94ab37d2`	completed	March 21, 2026, 11:33 a.m.
NEDg	Description generation	`batch_69be8386d2fc8190a450b42dd5ac6963`	completed	March 21, 2026, 11:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69be841d148881908aa53953bd2eb024`	completed	March 21, 2026, 11:42 a.m.

Created at: March 20, 2026, 1:33 p.m.