Triple

T3446405

Position	Surface form	Disambiguated ID	Type / Status
Subject	Thomas County, Georgia	`E72687`	entity
Predicate	isInCongressionalDistrict	`P3909`	FINISHED
Object	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.	`E358958`	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's 8th congressional district | Statement: [Thomas County, Georgia, isInCongressionalDistrict, Georgia's 8th congressional district]

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

Target entity: Georgia's 8th congressional district
Context triple: [Thomas County, Georgia, isInCongressionalDistrict, Georgia's 8th congressional district]

A. 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.
B. Georgia's 10th congressional district
Georgia's 10th congressional district is a U.S. House district in eastern Georgia that includes a mix of suburban and rural communities and is known as a strongly Republican-leaning seat.
C. 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.
D. Georgia's 12th congressional district
Georgia's 12th congressional district is a U.S. House of Representatives district in eastern Georgia that includes a mix of urban and rural communities and has historically been politically competitive.
E. Georgia's U.S. House delegation
Georgia's U.S. House delegation is the group of representatives elected from Georgia to serve in the United States House of Representatives.
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's 8th congressional district
Triple: [Thomas County, Georgia, isInCongressionalDistrict, Georgia's 8th congressional district]

Generated description

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.

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

Target entity: Georgia's 8th congressional district
Target entity description: 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.

A. 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.
B. Georgia's 10th congressional district
Georgia's 10th congressional district is a U.S. House district in eastern Georgia that includes a mix of suburban and rural communities and is known as a strongly Republican-leaning seat.
C. 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.
D. Georgia's 12th congressional district
Georgia's 12th congressional district is a U.S. House of Representatives district in eastern Georgia that includes a mix of urban and rural communities and has historically been politically competitive.
E. Georgia's U.S. House delegation
Georgia's U.S. House delegation is the group of representatives elected from Georgia to serve in the United States House of Representatives.
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_69ad85b05c848190b7a28ceec2bd7b74`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adba6efb188190b989fa4d6f28e16b`	completed	March 8, 2026, 6:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b360e32ba08190bcd2f3cbe963c443`	completed	March 13, 2026, 12:57 a.m.
NEDg	Description generation	`batch_69b3615cf80481908ff305f995d0b176`	completed	March 13, 2026, 12:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69b36249b50881909ebae2d35b30cc1c`	completed	March 13, 2026, 1:03 a.m.

Created at: March 8, 2026, 3:16 p.m.