Triple

T634509
Position Surface form Disambiguated ID Type / Status
Subject Dahlonega Mint E15993 entity
Predicate locatedInAdministrativeTerritory P40 FINISHED
Object Lumpkin County, Georgia
Lumpkin County, Georgia is a north Georgia county in the Appalachian foothills best known for its gold rush history and the city of Dahlonega.
E79695 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: Lumpkin County, Georgia | Statement: [Dahlonega Mint, locatedInAdministrativeTerritory, Lumpkin County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lumpkin County, Georgia
Context triple: [Dahlonega Mint, locatedInAdministrativeTerritory, Lumpkin County, Georgia]
  • A. Randolph County, Georgia
    Randolph County, Georgia is a rural county in southwestern Georgia known for its agricultural landscape, small towns, and location within the state’s historic Black Belt region.
  • B. Pickens County, Georgia
    Pickens County, Georgia is a northwestern Georgia county in the Appalachian foothills, historically known as a major source of high-quality Georgia marble.
  • C. Calhoun County, Georgia
    Calhoun County, Georgia is a rural county in the southwestern part of the state known for its agricultural landscape and small-town communities.
  • D. Quitman County, Georgia
    Quitman County, Georgia is a small rural county in southwestern Georgia known for its agricultural landscape and low population density.
  • E. Spalding County, Georgia
    Spalding County, Georgia is a county in the central part of the state, known for its seat Griffin and its role in the Atlanta metropolitan area.
  • 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: Lumpkin County, Georgia
Triple: [Dahlonega Mint, locatedInAdministrativeTerritory, Lumpkin County, Georgia]
Generated description
Lumpkin County, Georgia is a north Georgia county in the Appalachian foothills best known for its gold rush history and the city of Dahlonega.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lumpkin County, Georgia
Target entity description: Lumpkin County, Georgia is a north Georgia county in the Appalachian foothills best known for its gold rush history and the city of Dahlonega.
  • A. Randolph County, Georgia
    Randolph County, Georgia is a rural county in southwestern Georgia known for its agricultural landscape, small towns, and location within the state’s historic Black Belt region.
  • B. Pickens County, Georgia
    Pickens County, Georgia is a northwestern Georgia county in the Appalachian foothills, historically known as a major source of high-quality Georgia marble.
  • C. Calhoun County, Georgia
    Calhoun County, Georgia is a rural county in the southwestern part of the state known for its agricultural landscape and small-town communities.
  • D. Quitman County, Georgia
    Quitman County, Georgia is a small rural county in southwestern Georgia known for its agricultural landscape and low population density.
  • E. Spalding County, Georgia
    Spalding County, Georgia is a county in the central part of the state, known for its seat Griffin and its role in the Atlanta metropolitan area.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ee4ee8481908ad45405e3f3835c completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56ef052308190bfaed448c3737ef6 completed March 2, 2026, 11:05 a.m.
NEDg Description generation batch_69a56f5668108190910db85f3beb5eed completed March 2, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69a5733acb188190b4cdd12ed3a96860 completed March 2, 2026, 11:23 a.m.
Created at: March 1, 2026, 7:35 p.m.