Triple

T15054726
Position Surface form Disambiguated ID Type / Status
Subject Oktibbeha County, Mississippi E379458 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Starkville Oktibbeha Consolidated School District
Starkville Oktibbeha Consolidated School District is the public school system serving students in and around Starkville and the broader Oktibbeha County area in Mississippi.
E1135448 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: Starkville Oktibbeha Consolidated School District | Statement: [Oktibbeha County, Mississippi, hasSchoolDistrict, Starkville Oktibbeha Consolidated School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Starkville Oktibbeha Consolidated School District
Context triple: [Oktibbeha County, Mississippi, hasSchoolDistrict, Starkville Oktibbeha Consolidated School District]
  • A. 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.
  • B. 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.
  • C. Copiah County School District
    Copiah County School District is a public school system that provides K–12 education to students residing in Copiah County, Mississippi.
  • D. Lamar County School System
    Lamar County School System is the public school district serving students in Lamar County, Georgia, operating local elementary, middle, and high schools.
  • E. Senatobia Municipal School District
    Senatobia Municipal School District is a public school district serving students in and around the city of Senatobia in Tate County, Mississippi.
  • 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: Starkville Oktibbeha Consolidated School District
Triple: [Oktibbeha County, Mississippi, hasSchoolDistrict, Starkville Oktibbeha Consolidated School District]
Generated description
Starkville Oktibbeha Consolidated School District is the public school system serving students in and around Starkville and the broader Oktibbeha County area in Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Starkville Oktibbeha Consolidated School District
Target entity description: Starkville Oktibbeha Consolidated School District is the public school system serving students in and around Starkville and the broader Oktibbeha County area in Mississippi.
  • A. 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.
  • B. 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.
  • C. Copiah County School District
    Copiah County School District is a public school system that provides K–12 education to students residing in Copiah County, Mississippi.
  • D. Lamar County School System
    Lamar County School System is the public school district serving students in Lamar County, Georgia, operating local elementary, middle, and high schools.
  • E. Senatobia Municipal School District
    Senatobia Municipal School District is a public school district serving students in and around the city of Senatobia in Tate County, Mississippi.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda92091c81909180f486edf01405 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5bdeee48190949b0fe63eb6a21a completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea79dd1bc8190ae1ac5edad3db9cb completed May 9, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fea83aaff48190af7a7399e40fdf46 completed May 9, 2026, 3:21 a.m.
Created at: April 10, 2026, 3:01 a.m.