Triple

T13346648
Position Surface form Disambiguated ID Type / Status
Subject Nacogdoches County, Texas E317967 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Central Heights Independent School District
Central Heights Independent School District is a public school district serving the Central Heights community in Nacogdoches County, Texas.
E1035695 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Central Heights Independent School District | Statement: [Nacogdoches County, Texas, hasSchoolDistrict, Central Heights Independent School District]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Heights Independent School District
Context triple: [Nacogdoches County, Texas, hasSchoolDistrict, Central Heights Independent School District]
  • A. Cedar Hill Independent School District
    Cedar Hill Independent School District is a public school district based in Cedar Hill, Texas, serving students in Cedar Hill and portions of surrounding communities in the Dallas–Fort Worth area.
  • B. Humble Independent School District
    Humble Independent School District is a public school district serving students in Humble and surrounding communities in the Houston metropolitan area of Texas.
  • C. Spring Hill Independent School District
    Spring Hill Independent School District is a public school district serving students in the Spring Hill area of Longview, Texas.
  • D. Allen Independent School District
    Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
  • E. Highland Park Independent School District
    Highland Park Independent School District is a public school district serving the affluent, predominantly residential community of Highland Park in the Dallas–Fort Worth metropolitan area, known for its high academic performance and strong community support.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Heights Independent School District
Target entity description: Central Heights Independent School District is a public school district serving the Central Heights community in Nacogdoches County, Texas.
  • A. Cedar Hill Independent School District
    Cedar Hill Independent School District is a public school district based in Cedar Hill, Texas, serving students in Cedar Hill and portions of surrounding communities in the Dallas–Fort Worth area.
  • B. Humble Independent School District
    Humble Independent School District is a public school district serving students in Humble and surrounding communities in the Houston metropolitan area of Texas.
  • C. Spring Hill Independent School District
    Spring Hill Independent School District is a public school district serving students in the Spring Hill area of Longview, Texas.
  • D. Allen Independent School District
    Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
  • E. Highland Park Independent School District
    Highland Park Independent School District is a public school district serving the affluent, predominantly residential community of Highland Park in the Dallas–Fort Worth metropolitan area, known for its high academic performance and strong community support.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Central Heights Independent School District
Triple: [Nacogdoches County, Texas, hasSchoolDistrict, Central Heights Independent School District]
Generated description
Central Heights Independent School District is a public school district serving the Central Heights community in Nacogdoches County, Texas.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d806b5a3c08190b42c267fb092f98a elicitation completed
NER batch_69d99e89c65c819093f3bea11d6073c5 ner completed
NED1 batch_69f71f439b3c8190b35fd4d097d65068 ned_source_triple completed
NED2 batch_69f7221887208190ac98945a023bc496 ned_description completed
NEDg batch_69f7204ac36c8190a04e921442489e9c nedg completed
Created at: April 9, 2026, 9:31 p.m.