Triple

T3863571
Position Surface form Disambiguated ID Type / Status
Subject Montgomery County, Georgia E91796 entity
Predicate bordersOn P224 FINISHED
Object Laurens County, Georgia
Laurens County, Georgia is a largely rural county in central Georgia known for its seat, the city of Dublin, and its role as a regional hub for healthcare, education, and transportation.
E881700 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: Laurens County, Georgia | Statement: [Montgomery County, Georgia, bordersOn, Laurens County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laurens County, Georgia
Context triple: [Montgomery County, Georgia, bordersOn, Laurens County, Georgia]
  • A. Treutlen County, Georgia
    Treutlen County, Georgia is a rural county in east-central Georgia known for its small population, agricultural landscape, and county seat of Soperton.
  • B. Oconee County, Georgia
    Oconee County, Georgia is a suburban county in northeastern Georgia, known for its proximity to Athens and its blend of rural landscapes, residential communities, and growing commercial development.
  • C. 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.
  • D. McIntosh County, Georgia
    McIntosh County, Georgia is a coastal county in southeastern Georgia known for its salt marshes, historic towns like Darien, and rich maritime and Gullah-Geechee cultural heritage.
  • E. Putnam County, Georgia
    Putnam County, Georgia is a rural county in central Georgia known for its historic communities, agriculture, and location around Lake Oconee.
  • 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: Laurens County, Georgia
Triple: [Montgomery County, Georgia, bordersOn, Laurens County, Georgia]
Generated description
Laurens County, Georgia is a largely rural county in central Georgia known for its seat, the city of Dublin, and its role as a regional hub for healthcare, education, and transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laurens County, Georgia
Target entity description: Laurens County, Georgia is a largely rural county in central Georgia known for its seat, the city of Dublin, and its role as a regional hub for healthcare, education, and transportation.
  • A. Treutlen County, Georgia
    Treutlen County, Georgia is a rural county in east-central Georgia known for its small population, agricultural landscape, and county seat of Soperton.
  • B. Oconee County, Georgia
    Oconee County, Georgia is a suburban county in northeastern Georgia, known for its proximity to Athens and its blend of rural landscapes, residential communities, and growing commercial development.
  • C. 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.
  • D. McIntosh County, Georgia
    McIntosh County, Georgia is a coastal county in southeastern Georgia known for its salt marshes, historic towns like Darien, and rich maritime and Gullah-Geechee cultural heritage.
  • E. Putnam County, Georgia
    Putnam County, Georgia is a rural county in central Georgia known for its historic communities, agriculture, and location around Lake Oconee.
  • 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec3871d881909c6c8e6d08203801 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69dbb6bb34548190aac9d2af05477750 completed April 12, 2026, 3:14 p.m.
NEDg Description generation batch_69dbbb8b0e5c8190afa9aaa134bcebf2 completed April 12, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69dbbc3ce1008190a16d442a22d45967 completed April 12, 2026, 3:37 p.m.
Created at: March 9, 2026, 3:19 p.m.