Triple

T9547008

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dawson County	`E230317`	entity
Predicate	isInCongressionalDistrict	`P3909`	FINISHED
Object	Georgia's 9th congressional district Georgia's 9th congressional district is a predominantly rural, strongly Republican U.S. House district in northeastern Georgia that includes communities in the Appalachian foothills.	`E805268`	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 9th congressional district | Statement: [Dawson County, isInCongressionalDistrict, Georgia's 9th congressional district]

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

Target entity: Georgia's 9th congressional district
Context triple: [Dawson County, isInCongressionalDistrict, Georgia's 9th congressional district]

A. 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.
B. 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.
C. 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.
D. 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.
E. Georgia's 6th congressional district
Georgia's 6th congressional district is a suburban Atlanta-area U.S. House district historically known as a Republican stronghold and once represented by figures such as Newt Gingrich.
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 9th congressional district
Triple: [Dawson County, isInCongressionalDistrict, Georgia's 9th congressional district]

Generated description

Georgia's 9th congressional district is a predominantly rural, strongly Republican U.S. House district in northeastern Georgia that includes communities in the Appalachian foothills.

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

Target entity: Georgia's 9th congressional district
Target entity description: Georgia's 9th congressional district is a predominantly rural, strongly Republican U.S. House district in northeastern Georgia that includes communities in the Appalachian foothills.

A. 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.
B. 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.
C. 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.
D. 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.
E. Georgia's 6th congressional district
Georgia's 6th congressional district is a suburban Atlanta-area U.S. House district historically known as a Republican stronghold and once represented by figures such as Newt Gingrich.
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_69ca847c70b8819088a0a0bad64a50d6`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9902fca081909125660ae6336d3f`	completed	April 1, 2026, 10:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d14c747e608190b2fa470324fff454`	completed	April 4, 2026, 5:37 p.m.
NEDg	Description generation	`batch_69d14cfcfc6c8190a39f4db25ffa160e`	completed	April 4, 2026, 5:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69d14d5dad98819089c49afd3d097c1f`	completed	April 4, 2026, 5:41 p.m.

Created at: March 30, 2026, 8:02 p.m.