Triple

T5165172
Position Surface form Disambiguated ID Type / Status
Subject Southwest Georgia E116532 entity
Predicate hasCity P316 FINISHED
Object Tifton, Georgia
Tifton, Georgia is a small city in south-central Georgia known as an agricultural and transportation hub, particularly for its research in crop science and its location at the junction of major highways.
 E500345 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: Tifton, Georgia | Statement: [Southwest Georgia, hasCity, Tifton, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tifton, Georgia
Context triple: [Southwest Georgia, hasCity, Tifton, Georgia]
  • A. Calhoun, Georgia
    Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
  • B. Fair Oaks, Georgia
    Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
  • C. Gainesville, Georgia
    Gainesville, Georgia is a historic city in northeastern Georgia that grew into a regional center for commerce and industry following its early development during the Georgia Gold Rush era.
  • D. Palmetto, Georgia
    Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
  • E. Statesboro, Georgia
    Statesboro, Georgia is a small city in southeastern Georgia known as a regional hub for education, commerce, and as the home of Georgia Southern University.
  • 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: Tifton, Georgia
Triple: [Southwest Georgia, hasCity, Tifton, Georgia]
Generated description
Tifton, Georgia is a small city in south-central Georgia known as an agricultural and transportation hub, particularly for its research in crop science and its location at the junction of major highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tifton, Georgia
Target entity description: Tifton, Georgia is a small city in south-central Georgia known as an agricultural and transportation hub, particularly for its research in crop science and its location at the junction of major highways.
  • A. Calhoun, Georgia
    Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
  • B. Fair Oaks, Georgia
    Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
  • C. Gainesville, Georgia
    Gainesville, Georgia is a historic city in northeastern Georgia that grew into a regional center for commerce and industry following its early development during the Georgia Gold Rush era.
  • D. Palmetto, Georgia
    Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
  • E. Statesboro, Georgia
    Statesboro, Georgia is a small city in southeastern Georgia known as a regional hub for education, commerce, and as the home of Georgia Southern University.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd792af4648190934cf2db523f6921 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed937bd8c81909569f7205044aa5a completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bedc0576208190821ff04a759709ce completed March 21, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69bedc7f1f848190a845d3aed45ce6c1 completed March 21, 2026, 5:59 p.m.
Created at: March 20, 2026, 1:44 p.m.