Triple

T14642525
Position Surface form Disambiguated ID Type / Status
Subject Neshoba County E343761 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Neshoba County School District
Neshoba County School District is a public school system that serves students in Neshoba County, Mississippi, providing K–12 education through its local schools.
E1112562 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: Neshoba County School District | Statement: [Neshoba County, hasSchoolDistrict, Neshoba County School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neshoba County School District
Context triple: [Neshoba County, hasSchoolDistrict, Neshoba County School District]
  • A. Neshoba County
    Neshoba County is a rural county in Mississippi known for its historical significance in the civil rights movement and its annual Neshoba County Fair.
  • B. Lamar County School District
    Lamar County School District is a public school system that serves students in Lamar County, Mississippi, providing K–12 education across multiple schools in the area.
  • C. Selma City Schools
    Selma City Schools is a public school district serving students in the city of Selma in Dallas County, Alabama.
  • D. Scottsboro City Schools
    Scottsboro City Schools is a public school district that operates and oversees the primary and secondary schools serving students in Scottsboro, Alabama.
  • E. Sunflower County Consolidated School District
    Sunflower County Consolidated School District is a public school district in Mississippi that serves students in and around the city of Ruleville and other communities in Sunflower County.
  • 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: Neshoba County School District
Triple: [Neshoba County, hasSchoolDistrict, Neshoba County School District]
Generated description
Neshoba County School District is a public school system that serves students in Neshoba County, Mississippi, providing K–12 education through its local schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neshoba County School District
Target entity description: Neshoba County School District is a public school system that serves students in Neshoba County, Mississippi, providing K–12 education through its local schools.
  • A. Neshoba County
    Neshoba County is a rural county in Mississippi known for its historical significance in the civil rights movement and its annual Neshoba County Fair.
  • B. Lamar County School District
    Lamar County School District is a public school system that serves students in Lamar County, Mississippi, providing K–12 education across multiple schools in the area.
  • C. Selma City Schools
    Selma City Schools is a public school district serving students in the city of Selma in Dallas County, Alabama.
  • D. Scottsboro City Schools
    Scottsboro City Schools is a public school district that operates and oversees the primary and secondary schools serving students in Scottsboro, Alabama.
  • E. Sunflower County Consolidated School District
    Sunflower County Consolidated School District is a public school district in Mississippi that serves students in and around the city of Ruleville and other communities in Sunflower County.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4e80aa48190884bab800f357106 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5d404e881908d26e684702ae122 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd9dbdf448190ad40ba07f586b4f6 completed May 8, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69fdda3a7ea08190bc65641681da00cc completed May 8, 2026, 12:42 p.m.
Created at: April 10, 2026, 1:26 a.m.