Triple

T14250719
Position Surface form Disambiguated ID Type / Status
Subject Walton County, Georgia E353252 entity
Predicate hasHistoricCommunity P11485 FINISHED
Object Social Circle, Georgia
Social Circle, Georgia is a small historic city in Walton County known for its well-preserved downtown and traditional Southern character.
E184549 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: Social Circle, Georgia | Statement: [Walton County, Georgia, hasHistoricCommunity, Social Circle, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Circle, Georgia
Context triple: [Walton County, Georgia, hasHistoricCommunity, Social Circle, Georgia]
  • A. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
  • B. Metcalfe, Georgia
    Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern part of the state.
  • C. Argyle, Georgia
    Argyle, Georgia is a small rural town in southern Georgia known for its quiet community and location within Clinch County.
  • D. Senoia, Georgia
    Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
  • E. Auraria, Georgia
    Auraria, Georgia is a historic 19th-century gold rush town in Lumpkin County that played a key role in the early Georgia Gold Rush and the displacement of the Cherokee people.
  • 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: Social Circle, Georgia
Triple: [Walton County, Georgia, hasHistoricCommunity, Social Circle, Georgia]
Generated description
Social Circle, Georgia is a small historic city in Walton County known for its well-preserved downtown and traditional Southern character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Circle, Georgia
Target entity description: Social Circle, Georgia is a small historic city in Walton County known for its well-preserved downtown and traditional Southern character.
  • A. Social Circle, Georgia chosen
    Social Circle, Georgia is a small city in Walton County known for its historic downtown and role as a regional hub for outdoor and wildlife management activities.
  • B. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
  • C. Metcalfe, Georgia
    Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern part of the state.
  • D. Argyle, Georgia
    Argyle, Georgia is a small rural town in southern Georgia known for its quiet community and location within Clinch County.
  • E. Senoia, Georgia
    Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
  • F. None of above.

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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6296f9d0819086f62f525d07eb12 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d127f0c81908dea42ca09c1abda completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3e3d3e2c81909945253c26e19cee completed May 8, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fd3ebe4f008190aec72ed7e23c4cd4 completed May 8, 2026, 1:39 a.m.
Created at: April 10, 2026, 1:08 a.m.