Triple

T1004467

Position	Surface form	Disambiguated ID	Type / Status
Subject	Webster County, Georgia	`E21677`	entity
Predicate	partOf	`P40`	FINISHED
Object	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.	`E117900`	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 2nd congressional district | Statement: [Webster County, Georgia, partOf, Georgia’s 2nd congressional district]

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

Target entity: Georgia’s 2nd congressional district
Context triple: [Webster County, Georgia, partOf, Georgia’s 2nd congressional district]

A. 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.
B. South Carolina's 5th congressional district
South Carolina's 5th congressional district is a U.S. House district in northern South Carolina that includes both suburban areas near Charlotte and more rural communities, with a political history that has shifted from Democratic to reliably Republican representation.
C. Uga
Uga is the live English bulldog who serves as the beloved official mascot of the University of Georgia’s athletic teams.
D. Georgia State Senate
The Georgia State Senate is the upper chamber of the Georgia General Assembly, responsible for crafting and passing state laws alongside the Georgia House of Representatives.
E. Alvaton, Georgia
Alvaton, Georgia is an unincorporated rural community located in Meriwether County in the west-central part of the state.
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 2nd congressional district
Triple: [Webster County, Georgia, partOf, Georgia’s 2nd congressional district]

Generated description

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.

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

Target entity: Georgia’s 2nd congressional district
Target entity description: 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.

A. 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.
B. South Carolina's 5th congressional district
South Carolina's 5th congressional district is a U.S. House district in northern South Carolina that includes both suburban areas near Charlotte and more rural communities, with a political history that has shifted from Democratic to reliably Republican representation.
C. Uga
Uga is the live English bulldog who serves as the beloved official mascot of the University of Georgia’s athletic teams.
D. Georgia State Senate
The Georgia State Senate is the upper chamber of the Georgia General Assembly, responsible for crafting and passing state laws alongside the Georgia House of Representatives.
E. Alvaton, Georgia
Alvaton, Georgia is an unincorporated rural community located in Meriwether County in the west-central part of the state.
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_69a493c53e648190ae8cb76c433fd9a7`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b4ff614081909478500ada1f5059`	completed	March 1, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac2a1ecddc8190b954d16c6e269498`	completed	March 7, 2026, 1:37 p.m.
NEDg	Description generation	`batch_69ac2a8dd818819088e6140e9a12594b`	completed	March 7, 2026, 1:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac2af2efd88190b1da673aa3ead5fd`	completed	March 7, 2026, 1:41 p.m.

Created at: March 1, 2026, 7:41 p.m.