Triple

T14679522
Position Surface form Disambiguated ID Type / Status
Subject Gordon County, Georgia E344740 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Sugar Valley, Georgia
Sugar Valley, Georgia is a small unincorporated rural community located in Gordon County in the northwestern part of the state.
E1113608 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: Sugar Valley, Georgia | Statement: [Gordon County, Georgia, hasUnincorporatedCommunity, Sugar Valley, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sugar Valley, Georgia
Context triple: [Gordon County, Georgia, hasUnincorporatedCommunity, Sugar Valley, Georgia]
  • A. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • B. Roopville, Georgia
    Roopville, Georgia is a small rural town in western Georgia known for its close-knit community and agricultural surroundings.
  • C. Wildwood, Georgia
    Wildwood, Georgia is a small unincorporated community in Dade County near the northwest corner of the state, close to the Tennessee and Alabama borders.
  • D. Funston, Georgia
    Funston, Georgia is a small town located in Colquitt County in the southern part of the U.S. state of Georgia.
  • E. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
  • 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: Sugar Valley, Georgia
Triple: [Gordon County, Georgia, hasUnincorporatedCommunity, Sugar Valley, Georgia]
Generated description
Sugar Valley, Georgia is a small unincorporated rural community located in Gordon County in the northwestern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sugar Valley, Georgia
Target entity description: Sugar Valley, Georgia is a small unincorporated rural community located in Gordon County in the northwestern part of the state.
  • A. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • B. Roopville, Georgia
    Roopville, Georgia is a small rural town in western Georgia known for its close-knit community and agricultural surroundings.
  • C. Wildwood, Georgia
    Wildwood, Georgia is a small unincorporated community in Dade County near the northwest corner of the state, close to the Tennessee and Alabama borders.
  • D. Funston, Georgia
    Funston, Georgia is a small town located in Colquitt County in the southern part of the U.S. state of Georgia.
  • E. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb5692284819090f775be8e478522 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde180ff0c8190a8b7c7804e36c3f8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde447189881909b4b0dc654a05e0d completed May 8, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69fde53290a48190b3701472bb4e3d63 completed May 8, 2026, 1:29 p.m.
Created at: April 10, 2026, 1:27 a.m.