Triple

T9057433
Position Surface form Disambiguated ID Type / Status
Subject Okemah, Oklahoma E217038 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Okemah Public Schools
Okemah Public Schools is the public school district serving students in the Okemah, Oklahoma community.
 E774677 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: Okemah Public Schools | Statement: [Okemah, Oklahoma, hasPublicSchoolDistrict, Okemah Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Okemah Public Schools
Context triple: [Okemah, Oklahoma, hasPublicSchoolDistrict, Okemah Public Schools]
  • A. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • B. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • C. Eufaula City Schools
    Eufaula City Schools is the public school district serving students in the city of Eufaula, Alabama.
  • D. 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.
  • E. Quitman County School District
    Quitman County School District is a public school system serving students in and around Marks in Quitman 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: Okemah Public Schools
Triple: [Okemah, Oklahoma, hasPublicSchoolDistrict, Okemah Public Schools]
Generated description
Okemah Public Schools is the public school district serving students in the Okemah, Oklahoma community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Okemah Public Schools
Target entity description: Okemah Public Schools is the public school district serving students in the Okemah, Oklahoma community.
  • A. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • B. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • C. Eufaula City Schools
    Eufaula City Schools is the public school district serving students in the city of Eufaula, Alabama.
  • D. 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.
  • E. Quitman County School District
    Quitman County School District is a public school system serving students in and around Marks in Quitman 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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7ec808bc8190957b80820d98fd5b completed April 1, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebe40ec08190a1da2aa1c6577723 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfee44642c8190af2dbd69a974d455 completed April 3, 2026, 4:43 p.m.
NED2 Entity disambiguation (via description) batch_69cfeec0d43c81909013f5a1dd49e133 completed April 3, 2026, 4:45 p.m.
Created at: March 30, 2026, 7:10 p.m.