Triple

T13281865
Position Surface form Disambiguated ID Type / Status
Subject Barrow County, Georgia E316340 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Barrow County School System
Barrow County School System is the public school district responsible for providing K–12 education to students in Barrow County, Georgia.
E1030327 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: Barrow County School System | Statement: [Barrow County, Georgia, hasSchoolDistrict, Barrow County School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barrow County School System
Context triple: [Barrow County, Georgia, hasSchoolDistrict, Barrow County School System]
  • A. Cobb County School District
    Cobb County School District is a large public school system serving students in Cobb County, Georgia, and is one of the biggest and most influential districts in the state.
  • B. Forsyth County Schools
    Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
  • C. Gwinnett County Public Schools
    Gwinnett County Public Schools is a large public school district in Georgia known for its extensive network of schools and strong academic performance.
  • D. Glynn County School System
    Glynn County School System is the public school district responsible for providing K–12 education to students in Glynn County, Georgia.
  • E. Chattahoochee County School District
    Chattahoochee County School District is the public school system responsible for providing K–12 education to students in Chattahoochee County, Georgia.
  • 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: Barrow County School System
Triple: [Barrow County, Georgia, hasSchoolDistrict, Barrow County School System]
Generated description
Barrow County School System is the public school district responsible for providing K–12 education to students in Barrow County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barrow County School System
Target entity description: Barrow County School System is the public school district responsible for providing K–12 education to students in Barrow County, Georgia.
  • A. Cobb County School District
    Cobb County School District is a large public school system serving students in Cobb County, Georgia, and is one of the biggest and most influential districts in the state.
  • B. Forsyth County Schools
    Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
  • C. Gwinnett County Public Schools
    Gwinnett County Public Schools is a large public school district in Georgia known for its extensive network of schools and strong academic performance.
  • D. Glynn County School System
    Glynn County School System is the public school district responsible for providing K–12 education to students in Glynn County, Georgia.
  • E. Chattahoochee County School District
    Chattahoochee County School District is the public school system responsible for providing K–12 education to students in Chattahoochee County, Georgia.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9904507588190a303686d176ec3e1 completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a592d748190b55129515f71e979 completed May 3, 2026, 8:42 a.m.
NEDg Description generation batch_69f70b117c588190bb81ff53664cac4a completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70c04da34819091e01db25741674e completed May 3, 2026, 8:49 a.m.
Created at: April 9, 2026, 9:27 p.m.