Triple

T5963479
Position Surface form Disambiguated ID Type / Status
Subject Calhoun, Georgia E132694 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Calhoun City Schools
Calhoun City Schools is the public school district serving students in the city of Calhoun in northwest Georgia.
 E559003 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: Calhoun City Schools | Statement: [Calhoun, Georgia, hasPublicSchoolDistrict, Calhoun City Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calhoun City Schools
Context triple: [Calhoun, Georgia, hasPublicSchoolDistrict, Calhoun City Schools]
  • A. Calhoun County School District
    Calhoun County School District is the public education system responsible for operating and overseeing K–12 schools in Calhoun County, Florida.
  • B. Jefferson County Schools
    Jefferson County Schools is a public school district that oversees and administers K–12 education for students in Jefferson County.
  • C. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • D. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson County, Florida.
  • E. Jefferson County Public Schools
    Jefferson County Public Schools is a large public school district in Colorado that serves students in Lakewood and surrounding communities in the Denver metropolitan area.
  • 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: Calhoun City Schools
Triple: [Calhoun, Georgia, hasPublicSchoolDistrict, Calhoun City Schools]
Generated description
Calhoun City Schools is the public school district serving students in the city of Calhoun in northwest Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Calhoun City Schools
Target entity description: Calhoun City Schools is the public school district serving students in the city of Calhoun in northwest Georgia.
  • A. Calhoun County School District
    Calhoun County School District is the public education system responsible for operating and overseeing K–12 schools in Calhoun County, Florida.
  • B. Jefferson County Schools
    Jefferson County Schools is a public school district that oversees and administers K–12 education for students in Jefferson County.
  • C. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • D. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson County, Florida.
  • E. Jefferson County Public Schools
    Jefferson County Public Schools is a large public school district in Colorado that serves students in Lakewood and surrounding communities in the Denver metropolitan area.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a00e444819087f9df62263e83dc completed March 22, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3f32e8481908a6075684287c412 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0ebfa3a9c81908a183f995350366b completed March 23, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0ec61672c8190b98cead75cac84d5 completed March 23, 2026, 7:31 a.m.
Created at: March 22, 2026, 4:03 p.m.