Triple

T15761864
Position Surface form Disambiguated ID Type / Status
Subject Gwinnett County Public Schools E382118 entity
Predicate hasSchoolBoard P3002 FINISHED
Object Gwinnett County Board of Education
The Gwinnett County Board of Education is the elected governing body that sets policy, oversees budgeting, and provides leadership for the Gwinnett County Public Schools district in Georgia.
 E382118 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: Gwinnett County Board of Education | Statement: [Gwinnett County Public Schools, hasSchoolBoard, Gwinnett County Board of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gwinnett County Board of Education
Context triple: [Gwinnett County Public Schools, hasSchoolBoard, Gwinnett County Board of Education]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Cobb County Board of Education
    The Cobb County Board of Education is the elected policymaking body that oversees and sets direction for public schools in the Cobb County School District in 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: Gwinnett County Board of Education
Triple: [Gwinnett County Public Schools, hasSchoolBoard, Gwinnett County Board of Education]
Generated description
The Gwinnett County Board of Education is the elected governing body that sets policy, oversees budgeting, and provides leadership for the Gwinnett County Public Schools district in Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gwinnett County Board of Education
Target entity description: The Gwinnett County Board of Education is the elected governing body that sets policy, oversees budgeting, and provides leadership for the Gwinnett County Public Schools district in Georgia.
  • A. Gwinnett County Public Schools chosen
    Gwinnett County Public Schools is a large public school district in Georgia known for its extensive network of schools and strong academic performance.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Cobb County Board of Education
    The Cobb County Board of Education is the elected policymaking body that oversees and sets direction for public schools in the Cobb County School District in Georgia.
  • F. None of above.

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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b52c548190a0ffa4493a4eb15c completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9099335c8190b6f0fb336b3dc212 completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff93463d348190bd2c4cbd58bb2154 completed May 9, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff93b6321c8190baaee806dca1f73c completed May 9, 2026, 8:06 p.m.
Created at: April 10, 2026, 4:47 a.m.