Triple

T6918579
Position Surface form Disambiguated ID Type / Status
Subject Prosper, Texas E160124 entity
Predicate hasMiddleSchool P113 FINISHED
Object Hays Middle School
Hays Middle School is a public middle school serving students in the Prosper Independent School District in Prosper, Texas.
 E628465 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: Hays Middle School | Statement: [Prosper, Texas, hasMiddleSchool, Hays Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hays Middle School
Context triple: [Prosper, Texas, hasMiddleSchool, Hays Middle School]
  • A. Hayes School
    Hayes School is a co-educational secondary school and sixth form located in Hayes in the London Borough of Bromley, England.
  • B. Hawkins Middle School
    Hawkins Middle School is the fictional junior high school attended by the main kids in the Netflix series "Stranger Things," located in the small town of Hawkins, Indiana.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Hazelbrook Middle School
    Hazelbrook Middle School is a public middle school serving students in the Tualatin area of Oregon.
  • E. Hinsdale Middle School
    Hinsdale Middle School is a public middle school serving students in the village of Hinsdale, Illinois.
  • 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: Hays Middle School
Triple: [Prosper, Texas, hasMiddleSchool, Hays Middle School]
Generated description
Hays Middle School is a public middle school serving students in the Prosper Independent School District in Prosper, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hays Middle School
Target entity description: Hays Middle School is a public middle school serving students in the Prosper Independent School District in Prosper, Texas.
  • A. Hayes School
    Hayes School is a co-educational secondary school and sixth form located in Hayes in the London Borough of Bromley, England.
  • B. Hawkins Middle School
    Hawkins Middle School is the fictional junior high school attended by the main kids in the Netflix series "Stranger Things," located in the small town of Hawkins, Indiana.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Hazelbrook Middle School
    Hazelbrook Middle School is a public middle school serving students in the Tualatin area of Oregon.
  • E. Hinsdale Middle School
    Hinsdale Middle School is a public middle school serving students in the village of Hinsdale, Illinois.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9e17ea08190b8c4142af8adfba0 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7512f7fac81908d0891f4de301535 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751db72408190b89e2ab08730ca43 completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:26 p.m.