Triple

T12035725
Position Surface form Disambiguated ID Type / Status
Subject Westerville, Ohio E286531 entity
Predicate hasMiddleSchool P113 FINISHED
Object Walnut Springs Middle School
Walnut Springs Middle School is a public middle school serving students in the Westerville City School District in Westerville, Ohio.
 E960799 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: Walnut Springs Middle School | Statement: [Westerville, Ohio, hasMiddleSchool, Walnut Springs Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walnut Springs Middle School
Context triple: [Westerville, Ohio, hasMiddleSchool, Walnut Springs Middle School]
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Hardin Valley Middle School
    Hardin Valley Middle School is a public middle school serving students in the Hardin Valley community of Knoxville, Tennessee.
  • C. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • D. John W. Wynn Middle School
    John W. Wynn Middle School is a public middle school serving students in the town of Tewksbury, Massachusetts.
  • E. Elwood Middle School
    Elwood Middle School is a public middle school in the Elwood Union Free School District in New York, serving students in the intermediate grades before high school.
  • 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: Walnut Springs Middle School
Triple: [Westerville, Ohio, hasMiddleSchool, Walnut Springs Middle School]
Generated description
Walnut Springs Middle School is a public middle school serving students in the Westerville City School District in Westerville, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walnut Springs Middle School
Target entity description: Walnut Springs Middle School is a public middle school serving students in the Westerville City School District in Westerville, Ohio.
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Hardin Valley Middle School
    Hardin Valley Middle School is a public middle school serving students in the Hardin Valley community of Knoxville, Tennessee.
  • C. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • D. John W. Wynn Middle School
    John W. Wynn Middle School is a public middle school serving students in the town of Tewksbury, Massachusetts.
  • E. Elwood Middle School
    Elwood Middle School is a public middle school in the Elwood Union Free School District in New York, serving students in the intermediate grades before high school.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90408cbf0819093270c9833ef149a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d7d453c8190a27c5feca8f38991 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f56505c0b481909f9caaf338f73033 completed May 2, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:47 p.m.