Triple

T2283775
Position Surface form Disambiguated ID Type / Status
Subject Chatham County, Georgia E51338 entity
Predicate borderedBy P224 FINISHED
Object Liberty County, Georgia
Liberty County, Georgia is a coastal county in southeastern Georgia known for its historic communities, military presence at Fort Stewart, and proximity to the Savannah metropolitan area.
E519722 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: Liberty County, Georgia | Statement: [Chatham County, Georgia, borderedBy, Liberty County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberty County, Georgia
Context triple: [Chatham County, Georgia, borderedBy, Liberty County, Georgia]
  • A. Lowndes County, Georgia
    Lowndes County, Georgia is a county in southern Georgia known for its county seat of Valdosta, regional economic and educational centers, and location near the Florida state line.
  • B. Jefferson County, Georgia
    Jefferson County, Georgia is a rural county in east-central Georgia known for its agricultural economy and historic county seat of Louisville.
  • 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. Lee County, Georgia
    Lee County, Georgia is a predominantly rural county in southwest Georgia known for its agricultural economy and proximity to the city of Albany.
  • E. Mitchell County, Georgia
    Mitchell County, Georgia is a predominantly rural county in southwest Georgia known for its agricultural economy and small communities such as its county seat, Camilla.
  • 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: Liberty County, Georgia
Triple: [Chatham County, Georgia, borderedBy, Liberty County, Georgia]
Generated description
Liberty County, Georgia is a coastal county in southeastern Georgia known for its historic communities, military presence at Fort Stewart, and proximity to the Savannah metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberty County, Georgia
Target entity description: Liberty County, Georgia is a coastal county in southeastern Georgia known for its historic communities, military presence at Fort Stewart, and proximity to the Savannah metropolitan area.
  • A. Lowndes County, Georgia
    Lowndes County, Georgia is a county in southern Georgia known for its county seat of Valdosta, regional economic and educational centers, and location near the Florida state line.
  • B. Jefferson County, Georgia
    Jefferson County, Georgia is a rural county in east-central Georgia known for its agricultural economy and historic county seat of Louisville.
  • 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. Lee County, Georgia
    Lee County, Georgia is a predominantly rural county in southwest Georgia known for its agricultural economy and proximity to the city of Albany.
  • E. Mitchell County, Georgia
    Mitchell County, Georgia is a predominantly rural county in southwest Georgia known for its agricultural economy and small communities such as its county seat, Camilla.
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc2445f388190af643878145f8249 completed March 7, 2026, 6:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69bf3a763c5081909cfb4b209207c859 completed March 22, 2026, 12:40 a.m.
NEDg Description generation batch_69bf3b1bfaec8190a9c1cfa734e1a529 completed March 22, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf3ec2e6c88190a7e965d06455dccd completed March 22, 2026, 12:58 a.m.
Created at: March 4, 2026, 7:48 p.m.