Triple

T12992815

Position	Surface form	Disambiguated ID	Type / Status
Subject	GA3	`E321956`	entity
Predicate	category	`P87`	FINISHED
Object	Congressional districts of Georgia The congressional districts of Georgia are the geographic electoral divisions within the U.S. state of Georgia from which its representatives are elected to the United States House of Representatives.	`E1013289`	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: Congressional districts of Georgia | Statement: [GA3, category, Congressional districts of Georgia]

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

Target entity: Congressional districts of Georgia
Context triple: [GA3, category, Congressional districts of Georgia]

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 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.
C. 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.
D. Georgia's 7th congressional district
Georgia's 7th congressional district is a U.S. House district in the Atlanta metropolitan area that has undergone significant demographic and political shifts over recent decades.
E. 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.
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: Congressional districts of Georgia
Triple: [GA3, category, Congressional districts of Georgia]

Generated description

The congressional districts of Georgia are the geographic electoral divisions within the U.S. state of Georgia from which its representatives are elected to the United States House of Representatives.

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

Target entity: Congressional districts of Georgia
Target entity description: The congressional districts of Georgia are the geographic electoral divisions within the U.S. state of Georgia from which its representatives are elected to the United States House of Representatives.

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 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.
C. 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.
D. Georgia's 7th congressional district
Georgia's 7th congressional district is a U.S. House district in the Atlanta metropolitan area that has undergone significant demographic and political shifts over recent decades.
E. 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.
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_69d8076479b8819090afce3591939cdf`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d97e7765788190a9503ef055bc30ca`	completed	April 10, 2026, 10:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6b8fd5f44819087df1163b8f703ec`	completed	May 3, 2026, 2:54 a.m.
NEDg	Description generation	`batch_69f6b9dcd5cc8190bff5bd153c007866`	completed	May 3, 2026, 2:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6bb337b708190a874cec01d588236`	completed	May 3, 2026, 3:04 a.m.

Created at: April 9, 2026, 8:44 p.m.