Triple

T20665898
Position Surface form Disambiguated ID Type / Status
Subject Cypress, Texas E507884 entity
Predicate servedBySchoolDistrict P226 FINISHED
Object Waller Independent School District
Waller Independent School District is a public school district in the Houston metropolitan area of Texas that provides K–12 education to students in and around the communities of Waller and Cypress.
 E1447607 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: Waller Independent School District | Statement: [Cypress, Texas, servedBySchoolDistrict, Waller Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waller Independent School District
Context triple: [Cypress, Texas, servedBySchoolDistrict, Waller Independent School District]
  • A. Rockwall Independent School District
    Rockwall Independent School District is a public school district serving students in Rockwall County, Texas, providing K–12 education across multiple campuses.
  • B. Waco Independent School District
    Waco Independent School District is a public school district serving students in and around the city of Waco, Texas.
  • C. Wylie Independent School District
    Wylie Independent School District is a public school district in the northeastern Dallas–Fort Worth metroplex that serves students in Wylie and parts of neighboring communities such as Murphy, Texas.
  • D. Wortham Independent School District
    Wortham Independent School District is a public school district serving the educational needs of students in and around the community of Wortham in Freestone County, Texas.
  • E. Willis Independent School District
    Willis Independent School District is a public school district serving students in and around the city of Willis in Montgomery County, Texas.
  • 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: Waller Independent School District
Triple: [Cypress, Texas, servedBySchoolDistrict, Waller Independent School District]
Generated description
Waller Independent School District is a public school district in the Houston metropolitan area of Texas that provides K–12 education to students in and around the communities of Waller and Cypress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waller Independent School District
Target entity description: Waller Independent School District is a public school district in the Houston metropolitan area of Texas that provides K–12 education to students in and around the communities of Waller and Cypress.
  • A. Rockwall Independent School District
    Rockwall Independent School District is a public school district serving students in Rockwall County, Texas, providing K–12 education across multiple campuses.
  • B. Waco Independent School District
    Waco Independent School District is a public school district serving students in and around the city of Waco, Texas.
  • C. Wylie Independent School District
    Wylie Independent School District is a public school district in the northeastern Dallas–Fort Worth metroplex that serves students in Wylie and parts of neighboring communities such as Murphy, Texas.
  • D. Wortham Independent School District
    Wortham Independent School District is a public school district serving the educational needs of students in and around the community of Wortham in Freestone County, Texas.
  • E. Willis Independent School District
    Willis Independent School District is a public school district serving students in and around the city of Willis in Montgomery County, Texas.
  • 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_69e0b4c059bc81908ea762cd73ea4424 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5c2c6d48190bbfe505cf7d973f9 completed April 20, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e0430ea48190b0ce649e7675c965 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e3c71e308190a3083985274e6af5 completed May 16, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_6a08e43291f48190bd8966ac2b8df38f completed May 16, 2026, 9:40 p.m.
Created at: April 16, 2026, 11:44 a.m.