Triple

T3662205
Position Surface form Disambiguated ID Type / Status
Subject Forsyth County, Georgia E77674 entity
Predicate hasSchoolDistrict P226 FINISHED
Object 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.
 E377803 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: Forsyth County Schools | Statement: [Forsyth County, Georgia, hasSchoolDistrict, Forsyth County Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Forsyth County Schools
Context triple: [Forsyth County, Georgia, hasSchoolDistrict, Forsyth County Schools]
  • 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. Fulton County School System
    Fulton County School System is a large public school district in the Atlanta metropolitan area that serves students across much of Fulton County, Georgia.
  • C. Clayton County Public Schools
    Clayton County Public Schools is the public school district serving students in Clayton County, Georgia, operating numerous elementary, middle, and high schools across the county.
  • D. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • E. Griffin-Spalding County School System
    The Griffin-Spalding County School System is the public school district serving students in and around Griffin in Spalding 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: Forsyth County Schools
Triple: [Forsyth County, Georgia, hasSchoolDistrict, Forsyth County Schools]
Generated description
Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Forsyth County Schools
Target entity description: Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
  • 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. Fulton County School System
    Fulton County School System is a large public school district in the Atlanta metropolitan area that serves students across much of Fulton County, Georgia.
  • C. Clayton County Public Schools
    Clayton County Public Schools is the public school district serving students in Clayton County, Georgia, operating numerous elementary, middle, and high schools across the county.
  • D. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • E. Griffin-Spalding County School System
    The Griffin-Spalding County School System is the public school district serving students in and around Griffin in Spalding 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d826d88190b0b50e8592088a36 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48846af9881909d71d63b8bd8d141 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b4898cae348190871b63b8aabef963 completed March 13, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69b4af2032188190b29939d5dc19ccd1 completed March 14, 2026, 12:43 a.m.
Created at: March 8, 2026, 3:25 p.m.