Triple

T840972
Position Surface form Disambiguated ID Type / Status
Subject Talbot County, Georgia E18175 entity
Predicate countySeat P383 FINISHED
Object Talbotton, Georgia
Talbotton, Georgia is a small historic city in west-central Georgia known for its 19th-century architecture and role as the administrative and cultural center of Talbot County.
 E100408 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: Talbotton, Georgia | Statement: [Talbot County, Georgia, countySeat, Talbotton, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talbotton, Georgia
Context triple: [Talbot County, Georgia, countySeat, Talbotton, Georgia]
  • A. Fairburn, Georgia
    Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
  • B. Toccoa, Georgia
    Toccoa, Georgia is a small city in northeastern Georgia known for its historic downtown, nearby Toccoa Falls, and role as a regional hub in the Appalachian foothills.
  • C. Grantville, Georgia
    Grantville, Georgia is a small city in west-central Georgia known for its historic downtown and role as a filming location for several movies and television shows.
  • D. Tyrone, Georgia
    Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
  • E. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • 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: Talbotton, Georgia
Triple: [Talbot County, Georgia, countySeat, Talbotton, Georgia]
Generated description
Talbotton, Georgia is a small historic city in west-central Georgia known for its 19th-century architecture and role as the administrative and cultural center of Talbot County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talbotton, Georgia
Target entity description: Talbotton, Georgia is a small historic city in west-central Georgia known for its 19th-century architecture and role as the administrative and cultural center of Talbot County.
  • A. Fairburn, Georgia
    Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
  • B. Toccoa, Georgia
    Toccoa, Georgia is a small city in northeastern Georgia known for its historic downtown, nearby Toccoa Falls, and role as a regional hub in the Appalachian foothills.
  • C. Grantville, Georgia
    Grantville, Georgia is a small city in west-central Georgia known for its historic downtown and role as a filming location for several movies and television shows.
  • D. Tyrone, Georgia
    Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
  • E. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abe5d7848190b15e0cb343b6f4ba completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7929a91088190bef474424bde527c completed March 4, 2026, 2:02 a.m.
NEDg Description generation batch_69a793609f148190b191c1d77cad0c80 completed March 4, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69a793d0aac081909acf83bb60fd2a2c completed March 4, 2026, 2:07 a.m.
Created at: March 1, 2026, 7:38 p.m.