Triple

T4117498

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cynthia McKinney	`E90327`	entity
Predicate	represented	`P192`	FINISHED
Object	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.	`E418103`	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 4th congressional district | Statement: [Cynthia McKinney, represented, Georgia's 4th congressional district]

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

Target entity: Georgia's 4th congressional district
Context triple: [Cynthia McKinney, represented, Georgia's 4th 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. 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.
D. 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.
E. Georgia's 11th congressional district
Georgia's 11th congressional district is a U.S. House of Representatives district in Georgia that has included parts of the Atlanta metropolitan area and has been represented by various members of Congress over time.
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 4th congressional district
Triple: [Cynthia McKinney, represented, Georgia's 4th congressional district]

Generated description

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.

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

Target entity: Georgia's 4th congressional district
Target entity description: 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.

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. 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.
D. 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.
E. Georgia's 11th congressional district
Georgia's 11th congressional district is a U.S. House of Representatives district in Georgia that has included parts of the Atlanta metropolitan area and has been represented by various members of Congress over time.
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_69aed95c080881908125e30c5dcdc6f8`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af01f347f8819080dd250398474d7e`	completed	March 9, 2026, 5:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b57f22e2bc8190a99df0863cf6b2bf`	completed	March 14, 2026, 3:30 p.m.
NEDg	Description generation	`batch_69b57fcd3d60819086ab5ad7b69242a2`	completed	March 14, 2026, 3:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5803ec2088190ac9d4b3d34278e17`	completed	March 14, 2026, 3:35 p.m.

Created at: March 9, 2026, 3:41 p.m.