Triple

T16670914
Position Surface form Disambiguated ID Type / Status
Subject Gilmer, Texas E405101 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Gilmer Independent School District
Gilmer Independent School District is a public school district serving students in and around the city of Gilmer in Upshur County, Texas.
E1227250 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: Gilmer Independent School District | Statement: [Gilmer, Texas, hasEducationalInstitution, Gilmer Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilmer Independent School District
Context triple: [Gilmer, Texas, hasEducationalInstitution, Gilmer Independent School District]
  • A. Hamlin Independent School District
    Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
  • B. Sherman Independent School District
    Sherman Independent School District is a public school district serving students in and around the city of Sherman in North 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. Tyler Independent School District
    Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
  • E. Tolar Independent School District
    Tolar Independent School District is a small public school district based in the rural community of Tolar in north-central 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: Gilmer Independent School District
Triple: [Gilmer, Texas, hasEducationalInstitution, Gilmer Independent School District]
Generated description
Gilmer Independent School District is a public school district serving students in and around the city of Gilmer in Upshur County, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilmer Independent School District
Target entity description: Gilmer Independent School District is a public school district serving students in and around the city of Gilmer in Upshur County, Texas.
  • A. Hamlin Independent School District
    Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
  • B. Sherman Independent School District
    Sherman Independent School District is a public school district serving students in and around the city of Sherman in North 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. Tyler Independent School District
    Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
  • E. Tolar Independent School District
    Tolar Independent School District is a small public school district based in the rural community of Tolar in north-central 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca079ec819090b356c86a9241cc completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a3692588190a94d349cb63d9749 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008ad087b08190b725382c68687a15 completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008ba8227881908b1ac6e30d2e7c32 completed May 10, 2026, 1:44 p.m.
Created at: April 10, 2026, 5:18 a.m.