Triple

T6206375
Position Surface form Disambiguated ID Type / Status
Subject Bulloch County E138756 entity
Predicate hasPublicSchoolSystem P226 FINISHED
Object Bulloch County Schools
Bulloch County Schools is the public school district serving students in Bulloch County, Georgia, through a network of elementary, middle, and high schools.
 E576182 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: Bulloch County Schools | Statement: [Bulloch County, hasPublicSchoolSystem, Bulloch County Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bulloch County Schools
Context triple: [Bulloch County, hasPublicSchoolSystem, Bulloch County Schools]
  • A. Tattnall County School District
    Tattnall County School District is the public school system responsible for providing K–12 education to students in Tattnall County, Georgia.
  • B. 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.
  • C. Ware County School District
    Ware County School District is a public school system in southeastern Georgia that provides K–12 education to students in and around the city of Waycross.
  • D. Grady County School District
    Grady County School District is a public school system that provides K–12 education to students in Grady County, Georgia.
  • E. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • 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: Bulloch County Schools
Triple: [Bulloch County, hasPublicSchoolSystem, Bulloch County Schools]
Generated description
Bulloch County Schools is the public school district serving students in Bulloch County, Georgia, through a network of elementary, middle, and high schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bulloch County Schools
Target entity description: Bulloch County Schools is the public school district serving students in Bulloch County, Georgia, through a network of elementary, middle, and high schools.
  • A. Tattnall County School District
    Tattnall County School District is the public school system responsible for providing K–12 education to students in Tattnall County, Georgia.
  • B. 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.
  • C. Ware County School District
    Ware County School District is a public school system in southeastern Georgia that provides K–12 education to students in and around the city of Waycross.
  • D. Grady County School District
    Grady County School District is a public school system that provides K–12 education to students in Grady County, Georgia.
  • E. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • 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_69c008acbea48190991c6b834bb45d65 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0626f85748190a94448117a85fd78 completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f47b04c81909bfe20305911f5f2 completed March 23, 2026, 4:50 p.m.
NEDg Description generation batch_69c1f5a1374481909117f2d8582ef195 completed March 24, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69c1f60573a481909440f2ba7ef01f79 completed March 24, 2026, 2:25 a.m.
Created at: March 22, 2026, 4:20 p.m.