Triple

T14731099
Position Surface form Disambiguated ID Type / Status
Subject Whitfield County, Georgia E346074 entity
Predicate contains P35 FINISHED
Object Varnell, Georgia
Varnell, Georgia is a small city in northwestern Georgia that functions as part of the Dalton metropolitan area in Whitfield County.
E1121354 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: Varnell, Georgia | Statement: [Whitfield County, Georgia, contains, Varnell, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Varnell, Georgia
Context triple: [Whitfield County, Georgia, contains, Varnell, Georgia]
  • A. Vaughn, Georgia
    Vaughn, Georgia is a small unincorporated rural community located in Spalding County in the U.S. state of Georgia.
  • B. Lovett, Georgia
    Lovett, Georgia is a small unincorporated rural community located in Laurens County in the central part of the state.
  • C. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • D. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
  • E. Argyle, Georgia
    Argyle, Georgia is a small rural town in southern Georgia known for its quiet community and location within Clinch 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: Varnell, Georgia
Triple: [Whitfield County, Georgia, contains, Varnell, Georgia]
Generated description
Varnell, Georgia is a small city in northwestern Georgia that functions as part of the Dalton metropolitan area in Whitfield County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Varnell, Georgia
Target entity description: Varnell, Georgia is a small city in northwestern Georgia that functions as part of the Dalton metropolitan area in Whitfield County.
  • A. Vaughn, Georgia
    Vaughn, Georgia is a small unincorporated rural community located in Spalding County in the U.S. state of Georgia.
  • B. Lovett, Georgia
    Lovett, Georgia is a small unincorporated rural community located in Laurens County in the central part of the state.
  • C. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • D. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
  • E. Argyle, Georgia
    Argyle, Georgia is a small rural town in southern Georgia known for its quiet community and location within Clinch 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec26311c8819093a81ff0fa43b33b completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24ac17888190bda346df75d37620 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe357d7ae0819085ad5f31ef5722a0 completed May 8, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69fe361cd7188190adb9c57314de9276 completed May 8, 2026, 7:14 p.m.
Created at: April 10, 2026, 1:29 a.m.