Triple

T840988
Position Surface form Disambiguated ID Type / Status
Subject Talbot County, Georgia E18175 entity
Predicate hasSettlement P1068 FINISHED
Object Junction City, Georgia
Junction City, Georgia is a small rural town in west-central Georgia located within Talbot County.
 E151898 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: Junction City, Georgia | Statement: [Talbot County, Georgia, hasSettlement, Junction City, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Junction City, Georgia
Context triple: [Talbot County, Georgia, hasSettlement, Junction City, Georgia]
  • A. Union City, Georgia
    Union City, Georgia is a suburban city in the Atlanta metropolitan area located in Fulton County.
  • B. Jonesboro, Georgia
    Jonesboro, Georgia is a small historic city in the Atlanta metropolitan area best known for its Civil War heritage and as a setting associated with "Gone with the Wind."
  • C. Columbus, Georgia
    Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
  • D. Milledgeville, Georgia
    Milledgeville, Georgia is a historic city in central Georgia that served as the state’s capital during much of the 19th century and is known for its antebellum architecture and Southern heritage.
  • E. Louisville, Georgia
    Louisville, Georgia is a small historic city that briefly served as the capital of the U.S. state of Georgia in the late 18th century.
  • 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: Junction City, Georgia
Triple: [Talbot County, Georgia, hasSettlement, Junction City, Georgia]
Generated description
Junction City, Georgia is a small rural town in west-central Georgia located within Talbot County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Junction City, Georgia
Target entity description: Junction City, Georgia is a small rural town in west-central Georgia located within Talbot County.
  • A. Union City, Georgia
    Union City, Georgia is a suburban city in the Atlanta metropolitan area located in Fulton County.
  • B. Jonesboro, Georgia
    Jonesboro, Georgia is a small historic city in the Atlanta metropolitan area best known for its Civil War heritage and as a setting associated with "Gone with the Wind."
  • C. Columbus, Georgia
    Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
  • D. Milledgeville, Georgia
    Milledgeville, Georgia is a historic city in central Georgia that served as the state’s capital during much of the 19th century and is known for its antebellum architecture and Southern heritage.
  • E. Louisville, Georgia
    Louisville, Georgia is a small historic city that briefly served as the capital of the U.S. state of Georgia in the late 18th century.
  • 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_69acbf0330b4819089042160ff199336 completed March 8, 2026, 12:12 a.m.
NEDg Description generation batch_69acbf873544819099d3dff98a6b2244 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc06483b08190b5b29f684b83f43f completed March 8, 2026, 12:18 a.m.
Created at: March 1, 2026, 7:38 p.m.