Triple

T17083664
Position Surface form Disambiguated ID Type / Status
Subject Little Elm Independent School District E414537 entity
Predicate hasSchool P113 FINISHED
Object Walker Middle School (historical/transitioned)
Walker Middle School (historical/transitioned) was a former middle school in the Little Elm Independent School District that has since been closed, repurposed, or replaced as part of district reorganization.
 E1250289 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: Walker Middle School (historical/transitioned) | Statement: [Little Elm Independent School District, hasSchool, Walker Middle School (historical/transitioned)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walker Middle School (historical/transitioned)
Context triple: [Little Elm Independent School District, hasSchool, Walker Middle School (historical/transitioned)]
  • A. Walkersville Middle School
    Walkersville Middle School is a public middle school serving students in the Walkersville area of Frederick County, Maryland.
  • B. Walters Middle School
    Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
  • C. Wilson Middle School
    Wilson Middle School is a public middle school in Natick, Massachusetts, serving students in the Natick Public Schools district.
  • D. Wilson Middle School
    Wilson Middle School is a public middle school in Plano, Texas, serving students in grades 6–8 as part of the Plano Independent School District.
  • E. Wilson Middle School
    Wilson Middle School is a public middle school serving students in the Rhawnhurst neighborhood of Philadelphia, Pennsylvania.
  • 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: Walker Middle School (historical/transitioned)
Triple: [Little Elm Independent School District, hasSchool, Walker Middle School (historical/transitioned)]
Generated description
Walker Middle School (historical/transitioned) was a former middle school in the Little Elm Independent School District that has since been closed, repurposed, or replaced as part of district reorganization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walker Middle School (historical/transitioned)
Target entity description: Walker Middle School (historical/transitioned) was a former middle school in the Little Elm Independent School District that has since been closed, repurposed, or replaced as part of district reorganization.
  • A. Walkersville Middle School
    Walkersville Middle School is a public middle school serving students in the Walkersville area of Frederick County, Maryland.
  • B. Walters Middle School
    Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
  • C. Wilson Middle School
    Wilson Middle School is a public middle school in Plano, Texas, serving students in grades 6–8 as part of the Plano Independent School District.
  • D. Wilson Middle School
    Wilson Middle School is a public middle school serving students in the Rhawnhurst neighborhood of Philadelphia, Pennsylvania.
  • E. Wilson Middle School
    Wilson Middle School is a public middle school in Natick, Massachusetts, serving students in the Natick Public Schools district.
  • 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_69d886cef44c8190ba56c44b4e863e64 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbe4d3908190b23ce3c2d3fe7d14 completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ee416c4819087e7ae0ead47867a completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a01323dd9188190981d6994a8d1a89e completed May 11, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0136310e808190a0d350ae7f216d93 completed May 11, 2026, 1:51 a.m.
Created at: April 10, 2026, 5:35 a.m.