Triple

T18734796
Position Surface form Disambiguated ID Type / Status
Subject Willis, Texas E458131 entity
Predicate schoolDistrict P226 FINISHED
Object 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.
E1341427 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: Willis Independent School District | Statement: [Willis, Texas, schoolDistrict, Willis Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willis Independent School District
Context triple: [Willis, Texas, schoolDistrict, Willis Independent School District]
  • A. Moody Independent School District
    Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
  • B. 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.
  • C. Garland Independent School District
    Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
  • D. Austin Independent School District
    Austin Independent School District is a public school district that serves the city of Austin, Texas, operating numerous elementary, middle, and high schools across the area.
  • E. Fort Worth Independent School District
    Fort Worth Independent School District is a large public school district based in Fort Worth, Texas, serving students across Fort Worth and several surrounding communities.
  • 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: Willis Independent School District
Triple: [Willis, Texas, schoolDistrict, Willis Independent School District]
Generated description
Willis Independent School District is a public school district serving students in and around the city of Willis in Montgomery County, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willis Independent School District
Target entity description: Willis Independent School District is a public school district serving students in and around the city of Willis in Montgomery County, Texas.
  • A. Moody Independent School District
    Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
  • B. 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.
  • C. Garland Independent School District
    Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
  • D. Austin Independent School District
    Austin Independent School District is a public school district that serves the city of Austin, Texas, operating numerous elementary, middle, and high schools across the area.
  • E. Fort Worth Independent School District
    Fort Worth Independent School District is a large public school district based in Fort Worth, Texas, serving students across Fort Worth and several surrounding communities.
  • 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56d7a06788190a8e09c657aaeb8e5 completed April 20, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d2f42d8819093fd6de6639afd06 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e61f6148190915f8e63d0aa6ac0 completed May 14, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_6a053ea94058819090144743376cf68f completed May 14, 2026, 3:16 a.m.
Created at: April 10, 2026, 11:51 a.m.