Triple

T687025
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 520 E13305 entity
Predicate passesThrough P225 FINISHED
Object Berrien County, Georgia
Berrien County, Georgia is a rural county in south-central Georgia known for its agricultural landscape, small towns, and location within the state's Wiregrass region.
E141799 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: Berrien County, Georgia | Statement: [Georgia State Route 520, passesThrough, Berrien County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berrien County, Georgia
Context triple: [Georgia State Route 520, passesThrough, Berrien County, Georgia]
  • A. Tift County, Georgia
    Tift County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and its county seat, the city of Tifton.
  • B. Sumter County, Georgia
    Sumter County, Georgia is a predominantly rural county in west-central Georgia known for its agricultural economy and as the location of the city of Americus and nearby historical sites such as Plains, the hometown of President Jimmy Carter.
  • C. Marion County, Georgia
    Marion County, Georgia is a rural county in west-central Georgia known for its small communities, agricultural landscape, and location along key state highways.
  • D. Calhoun County, Georgia
    Calhoun County, Georgia is a rural county in the southwestern part of the state known for its agricultural landscape and small-town communities.
  • E. Decatur County, Georgia
    Decatur County, Georgia is a rural county in the southwestern part of the state known for its agricultural economy and county seat, Bainbridge.
  • 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: Berrien County, Georgia
Triple: [Georgia State Route 520, passesThrough, Berrien County, Georgia]
Generated description
Berrien County, Georgia is a rural county in south-central Georgia known for its agricultural landscape, small towns, and location within the state's Wiregrass region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berrien County, Georgia
Target entity description: Berrien County, Georgia is a rural county in south-central Georgia known for its agricultural landscape, small towns, and location within the state's Wiregrass region.
  • A. Tift County, Georgia
    Tift County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and its county seat, the city of Tifton.
  • B. Sumter County, Georgia
    Sumter County, Georgia is a predominantly rural county in west-central Georgia known for its agricultural economy and as the location of the city of Americus and nearby historical sites such as Plains, the hometown of President Jimmy Carter.
  • C. Marion County, Georgia
    Marion County, Georgia is a rural county in west-central Georgia known for its small communities, agricultural landscape, and location along key state highways.
  • D. Calhoun County, Georgia
    Calhoun County, Georgia is a rural county in the southwestern part of the state known for its agricultural landscape and small-town communities.
  • E. Decatur County, Georgia
    Decatur County, Georgia is a rural county in the southwestern part of the state known for its agricultural economy and county seat, Bainbridge.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a093ac988190bb339616a3ed5adb completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8f6056588190af5d66c319ccd0e4 completed March 7, 2026, 8:49 p.m.
NEDg Description generation batch_69ac8fd90ea88190b154bb7d72768dae completed March 7, 2026, 8:51 p.m.
NED2 Entity disambiguation (via description) batch_69ac90412d3881909278a9a6c6536ce3 completed March 7, 2026, 8:53 p.m.
Created at: March 1, 2026, 7:36 p.m.