Triple

T21342022
Position Surface form Disambiguated ID Type / Status
Subject Zavala County, Texas E526217 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Crystal City Independent School District
Crystal City Independent School District is a public school district serving students in and around the city of Crystal City in Zavala County, Texas.
E1538100 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: Crystal City Independent School District | Statement: [Zavala County, Texas, hasSchoolDistrict, Crystal City Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crystal City Independent School District
Context triple: [Zavala County, Texas, hasSchoolDistrict, Crystal City Independent School District]
  • A. Bay City Independent School District
    Bay City Independent School District is a public school district serving the educational needs of students in and around Bay City, Texas.
  • B. Birdville Independent School District
    Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
  • C. Carroll Independent School District
    Carroll Independent School District is a highly regarded public school district serving the community of Southlake, Texas, known for its strong academic performance and successful extracurricular programs.
  • D. Denver City Independent School District
    Denver City Independent School District is a public school district based in Denver City, Texas, serving students in and around Yoakum County.
  • E. Hamlin Independent School District
    Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones 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: Crystal City Independent School District
Triple: [Zavala County, Texas, hasSchoolDistrict, Crystal City Independent School District]
Generated description
Crystal City Independent School District is a public school district serving students in and around the city of Crystal City in Zavala County, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crystal City Independent School District
Target entity description: Crystal City Independent School District is a public school district serving students in and around the city of Crystal City in Zavala County, Texas.
  • A. Bay City Independent School District
    Bay City Independent School District is a public school district serving the educational needs of students in and around Bay City, Texas.
  • B. Birdville Independent School District
    Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
  • C. Carroll Independent School District
    Carroll Independent School District is a highly regarded public school district serving the community of Southlake, Texas, known for its strong academic performance and successful extracurricular programs.
  • D. Denver City Independent School District
    Denver City Independent School District is a public school district based in Denver City, Texas, serving students in and around Yoakum County.
  • E. Hamlin Independent School District
    Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones 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_69e0b51c33048190ab27cede74ef798c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8a84fa8088190afda63af7f4ce586 completed April 22, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c5343a88190b48e4beca0e779aa completed May 18, 2026, 12:55 p.m.
NEDg Description generation batch_6a0b0ce561e88190b1cd82bb7786f296 completed May 18, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0d9ce0148190b0cda6c97b84d399 completed May 18, 2026, 1:01 p.m.
Created at: April 16, 2026, 4:44 p.m.