Triple

T3273618

Position	Surface form	Disambiguated ID	Type / Status
Subject	Columbia County, Georgia	`E68706`	entity
Predicate	partOfCongressionalDistrict	`P3909`	FINISHED
Object	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.	`E341935`	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 10th congressional district | Statement: [Columbia County, Georgia, partOfCongressionalDistrict, Georgia's 10th congressional district]

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

Target entity: Georgia's 10th congressional district
Context triple: [Columbia County, Georgia, partOfCongressionalDistrict, Georgia's 10th 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 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.
C. Alabama's 10th congressional district
Alabama's 10th congressional district was a former U.S. House district in Alabama that existed in the early 20th century before being eliminated through redistricting.
D. 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.
E. Virginia's 10th congressional district
Virginia's 10th congressional district is a U.S. House district in Northern Virginia that includes fast-growing suburban and exurban communities and plays a significant role in the state's federal representation.
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 10th congressional district
Triple: [Columbia County, Georgia, partOfCongressionalDistrict, Georgia's 10th congressional district]

Generated description

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.

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

Target entity: Georgia's 10th congressional district
Target entity description: 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.

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 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.
C. Alabama's 10th congressional district
Alabama's 10th congressional district was a former U.S. House district in Alabama that existed in the early 20th century before being eliminated through redistricting.
D. 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.
E. Virginia's 10th congressional district
Virginia's 10th congressional district is a U.S. House district in Northern Virginia that includes fast-growing suburban and exurban communities and plays a significant role in the state's federal representation.
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_69ad859b54f881909bf530d549caf2fd`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adaff74af88190809313743b439ff0`	completed	March 8, 2026, 5:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b28f0793e08190af55ee16e5091451`	completed	March 12, 2026, 10:01 a.m.
NEDg	Description generation	`batch_69b2967152b48190913b63a5759ca114`	completed	March 12, 2026, 10:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69b2b0641e988190b599c785e9989cf1`	completed	March 12, 2026, 12:24 p.m.

Created at: March 8, 2026, 3:10 p.m.