Triple

T15865110
Position Surface form Disambiguated ID Type / Status
Subject Springdale Public Schools E384690 entity
Predicate hasSchool P113 FINISHED
Object Hellstern Middle School
Hellstern Middle School is a public middle school in the Springdale, Arkansas area that serves students as part of the Springdale Public Schools district.
 E1182074 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: Hellstern Middle School | Statement: [Springdale Public Schools, hasSchool, Hellstern Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hellstern Middle School
Context triple: [Springdale Public Schools, hasSchool, Hellstern Middle School]
  • A. Hillcrest Middle School
    Hillcrest Middle School is a public middle school serving students in the town of Trumbull, Connecticut.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. Mill Middle School
    Mill Middle School is a public middle school serving students in the Williamsville Central School District in Williamsville, New York.
  • D. Highcrest Middle School
    Highcrest Middle School is a public middle school serving students in the Wilmette, Illinois community.
  • E. Helena Middle School
    Helena Middle School is a public middle school serving students in the city of Helena, Alabama.
  • 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: Hellstern Middle School
Triple: [Springdale Public Schools, hasSchool, Hellstern Middle School]
Generated description
Hellstern Middle School is a public middle school in the Springdale, Arkansas area that serves students as part of the Springdale Public Schools district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hellstern Middle School
Target entity description: Hellstern Middle School is a public middle school in the Springdale, Arkansas area that serves students as part of the Springdale Public Schools district.
  • A. Hillcrest Middle School
    Hillcrest Middle School is a public middle school serving students in the town of Trumbull, Connecticut.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. Mill Middle School
    Mill Middle School is a public middle school serving students in the Williamsville Central School District in Williamsville, New York.
  • D. Highcrest Middle School
    Highcrest Middle School is a public middle school serving students in the Wilmette, Illinois community.
  • E. Helena Middle School
    Helena Middle School is a public middle school serving students in the city of Helena, Alabama.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555e4ee48190a3b27b4ab9bdb1c8 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa945d9808190a65f5182db341393 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa8b03048190a3745df8a59fe066 completed May 9, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69ffab58e7e481908a13b739e0401b8b completed May 9, 2026, 9:47 p.m.
Created at: April 10, 2026, 4:50 a.m.