Triple

T1375487
Position Surface form Disambiguated ID Type / Status
Subject Macon metropolitan area E29211 entity
Predicate contains P35 FINISHED
Object Twiggs County, Georgia
Twiggs County, Georgia is a rural county in central Georgia that forms part of the broader region surrounding the city of Macon.
 E227437 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: Twiggs County, Georgia | Statement: [Macon metropolitan area, contains, Twiggs County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twiggs County, Georgia
Context triple: [Macon metropolitan area, contains, Twiggs County, Georgia]
  • A. Quitman County, Georgia
    Quitman County, Georgia is a small rural county in southwestern Georgia known for its agricultural landscape and low population density.
  • B. Taylor County, Georgia
    Taylor County, Georgia is a rural county in central Georgia known for its agricultural landscape and small-town communities.
  • C. Colquitt County, Georgia
    Colquitt County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and county seat, Moultrie.
  • D. Schley County, Georgia
    Schley County, Georgia is a small, rural county in west-central Georgia known for its agricultural landscape and close-knit communities.
  • E. Ware County, Georgia
    Ware County, Georgia is a largely rural county in southeastern Georgia known for its county seat of Waycross and its proximity to the Okefenokee Swamp.
  • 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: Twiggs County, Georgia
Triple: [Macon metropolitan area, contains, Twiggs County, Georgia]
Generated description
Twiggs County, Georgia is a rural county in central Georgia that forms part of the broader region surrounding the city of Macon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twiggs County, Georgia
Target entity description: Twiggs County, Georgia is a rural county in central Georgia that forms part of the broader region surrounding the city of Macon.
  • A. Quitman County, Georgia
    Quitman County, Georgia is a small rural county in southwestern Georgia known for its agricultural landscape and low population density.
  • B. Taylor County, Georgia
    Taylor County, Georgia is a rural county in central Georgia known for its agricultural landscape and small-town communities.
  • C. Colquitt County, Georgia
    Colquitt County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and county seat, Moultrie.
  • D. Schley County, Georgia
    Schley County, Georgia is a small, rural county in west-central Georgia known for its agricultural landscape and close-knit communities.
  • E. Ware County, Georgia
    Ware County, Georgia is a largely rural county in southeastern Georgia known for its county seat of Waycross and its proximity to the Okefenokee Swamp.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2f7aeb08190b52ef1058c18327e completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fae5aa08190b6aa50b543a175b8 completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae204fe6148190915219beb27128bc completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae20d09c748190aebbfb88f0eedbaa completed March 9, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:59 p.m.