Triple

T13975466
Position Surface form Disambiguated ID Type / Status
Subject Chickasha, Oklahoma E336176 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Chickasha Public Schools
Chickasha Public Schools is a public school district serving the educational needs of students in the Chickasha community in Oklahoma.
E1072694 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: Chickasha Public Schools | Statement: [Chickasha, Oklahoma, hasEducationalInstitution, Chickasha Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chickasha Public Schools
Context triple: [Chickasha, Oklahoma, hasEducationalInstitution, Chickasha Public Schools]
  • A. Lawton Public Schools
    Lawton Public Schools is the main public school district serving students in the city of Lawton, Oklahoma.
  • B. Guymon Public Schools
    Guymon Public Schools is the public school district serving students in the Guymon, Oklahoma area.
  • C. Red Clay Consolidated School District
    Red Clay Consolidated School District is a public school district in northern Delaware that serves portions of Wilmington and surrounding communities, including Elsmere.
  • D. Picayune School District
    Picayune School District is a public school system serving students in and around the city of Picayune, Mississippi.
  • E. Wewoka Public Schools
    Wewoka Public Schools is the public school district serving students in the Wewoka, Oklahoma community.
  • 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: Chickasha Public Schools
Triple: [Chickasha, Oklahoma, hasEducationalInstitution, Chickasha Public Schools]
Generated description
Chickasha Public Schools is a public school district serving the educational needs of students in the Chickasha community in Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chickasha Public Schools
Target entity description: Chickasha Public Schools is a public school district serving the educational needs of students in the Chickasha community in Oklahoma.
  • A. Lawton Public Schools
    Lawton Public Schools is the main public school district serving students in the city of Lawton, Oklahoma.
  • B. Guymon Public Schools
    Guymon Public Schools is the public school district serving students in the Guymon, Oklahoma area.
  • C. Red Clay Consolidated School District
    Red Clay Consolidated School District is a public school district in northern Delaware that serves portions of Wilmington and surrounding communities, including Elsmere.
  • D. Picayune School District
    Picayune School District is a public school system serving students in and around the city of Picayune, Mississippi.
  • E. Wewoka Public Schools
    Wewoka Public Schools is the public school district serving students in the Wewoka, Oklahoma community.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e90dc148190b38e339aac0de484 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e1eb108190b3c0739b94556172 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5bff3b88190b5fcf3834e419b72 completed May 6, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69fba9af1e0c81908d4013410e76535a completed May 6, 2026, 8:50 p.m.
Created at: April 9, 2026, 10:18 p.m.