Triple

T21548843
Position Surface form Disambiguated ID Type / Status
Subject Valdosta Metropolitan Statistical Area E531704 entity
Predicate containsTown P847 FINISHED
Object Quitman, Georgia
Quitman, Georgia is a small city in Brooks County that serves as a local agricultural and commercial center within the Valdosta metropolitan region in southern Georgia.
E1490542 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: Quitman, Georgia | Statement: [Valdosta Metropolitan Statistical Area, containsTown, Quitman, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quitman, Georgia
Context triple: [Valdosta Metropolitan Statistical Area, containsTown, Quitman, Georgia]
  • A. De Soto, Georgia
    De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
  • B. Waycross, Georgia
    Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
  • C. Funston, Georgia
    Funston, Georgia is a small town located in Colquitt County in the southern part of the U.S. state of Georgia.
  • D. Ellijay
    Ellijay is a small mountain town in northern Georgia known for its apple orchards, outdoor recreation, and historic role in the region’s gold-mining era.
  • E. Vidette, Georgia
    Vidette, Georgia is a small unincorporated rural community located in Burke County in the eastern part of the state.
  • 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: Quitman, Georgia
Triple: [Valdosta Metropolitan Statistical Area, containsTown, Quitman, Georgia]
Generated description
Quitman, Georgia is a small city in Brooks County that serves as a local agricultural and commercial center within the Valdosta metropolitan region in southern Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quitman, Georgia
Target entity description: Quitman, Georgia is a small city in Brooks County that serves as a local agricultural and commercial center within the Valdosta metropolitan region in southern Georgia.
  • A. De Soto, Georgia
    De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
  • B. Waycross, Georgia
    Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
  • C. Funston, Georgia
    Funston, Georgia is a small town located in Colquitt County in the southern part of the U.S. state of Georgia.
  • D. Ellijay
    Ellijay is a small mountain town in northern Georgia known for its apple orchards, outdoor recreation, and historic role in the region’s gold-mining era.
  • E. Vidette, Georgia
    Vidette, Georgia is a small unincorporated rural community located in Burke County in the eastern part of the state.
  • 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_69e0c45f17148190949c330ab9c27706 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeb590bb0881908cd849096696db10 completed April 27, 2026, 1:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eedf8e888190953f55c2e4f6b021 completed May 17, 2026, 4:37 p.m.
NEDg Description generation batch_6a09f198f9448190912060dbba608ded completed May 17, 2026, 4:49 p.m.
NED2 Entity disambiguation (via description) batch_6a09f22264108190ac07cee73b91befb completed May 17, 2026, 4:51 p.m.
Created at: April 16, 2026, 6:28 p.m.