Triple

T4890431
Position Surface form Disambiguated ID Type / Status
Subject Toombs County E109544 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Toombs County School System
Toombs County School System is the public school district responsible for providing K–12 education to students in Toombs County, Georgia.
 E476516 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: Toombs County School System | Statement: [Toombs County, hasSchoolDistrict, Toombs County School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toombs County School System
Context triple: [Toombs County, hasSchoolDistrict, Toombs County School System]
  • A. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • B. 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.
  • C. Rutherford County Schools
    Rutherford County Schools is a public school district in Rutherford County, Tennessee, serving communities including Smyrna with K–12 education.
  • 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. Gilchrist County School District
    Gilchrist County School District is the public school system responsible for providing K–12 education to students in Gilchrist County, Florida.
  • 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: Toombs County School System
Triple: [Toombs County, hasSchoolDistrict, Toombs County School System]
Generated description
Toombs County School System is the public school district responsible for providing K–12 education to students in Toombs County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toombs County School System
Target entity description: Toombs County School System is the public school district responsible for providing K–12 education to students in Toombs County, Georgia.
  • A. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • B. 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.
  • C. Rutherford County Schools
    Rutherford County Schools is a public school district in Rutherford County, Tennessee, serving communities including Smyrna with K–12 education.
  • 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. Gilchrist County School District
    Gilchrist County School District is the public school system responsible for providing K–12 education to students in Gilchrist County, Florida.
  • 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_69bd440f71348190b99938e59fb7f9a1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e07ca10819083f80f12374544b1 completed March 20, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69be681a3d7881908120dc642af3f58a completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6892c02481908dc64c7e84aac3b2 completed March 21, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69be695116788190903fbd5e375bd31d completed March 21, 2026, 9:48 a.m.
Created at: March 20, 2026, 1:28 p.m.