Triple

T5807053
Position Surface form Disambiguated ID Type / Status
Subject Dooly County E128770 entity
Predicate hasTown P847 FINISHED
Object Byromville, Georgia
Byromville, Georgia is a small rural town located in central Georgia within Dooly County.
 E548648 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: Byromville, Georgia | Statement: [Dooly County, hasTown, Byromville, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byromville, Georgia
Context triple: [Dooly County, hasTown, Byromville, Georgia]
  • A. Woodbury, Georgia
    Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
  • B. Fairburn, Georgia
    Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
  • C. Roopville, Georgia
    Roopville, Georgia is a small rural town in western Georgia known for its close-knit community and agricultural surroundings.
  • D. Barnesville, Georgia
    Barnesville, Georgia is a small city in Lamar County known historically as a railroad and manufacturing hub in central Georgia.
  • E. Waynesboro, Georgia
    Waynesboro, Georgia is a small historic city in eastern Georgia known for its agricultural surroundings and role as a local economic and cultural center.
  • 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: Byromville, Georgia
Triple: [Dooly County, hasTown, Byromville, Georgia]
Generated description
Byromville, Georgia is a small rural town located in central Georgia within Dooly County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byromville, Georgia
Target entity description: Byromville, Georgia is a small rural town located in central Georgia within Dooly County.
  • A. Woodbury, Georgia
    Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
  • B. Fairburn, Georgia
    Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
  • C. Roopville, Georgia
    Roopville, Georgia is a small rural town in western Georgia known for its close-knit community and agricultural surroundings.
  • D. Barnesville, Georgia
    Barnesville, Georgia is a small city in Lamar County known historically as a railroad and manufacturing hub in central Georgia.
  • E. Waynesboro, Georgia
    Waynesboro, Georgia is a small historic city in eastern Georgia known for its agricultural surroundings and role as a local economic and cultural center.
  • 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_69c00846a0d881909e46841f8e156b64 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b17417081908779741b9bfbb720 completed March 22, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0983a0b648190ba2c76434d3b1b58 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c099c8c9448190a3847ac984123d7a completed March 23, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69c09a458c488190b9e2716fc47cf601 completed March 23, 2026, 1:41 a.m.
Created at: March 22, 2026, 3:52 p.m.