Triple

T22885084
Position Surface form Disambiguated ID Type / Status
Subject Beachwood, Ohio E567580 entity
Predicate hasMiddleSchool P113 FINISHED
Object Beachwood Middle School
Beachwood Middle School is a public middle school serving students in the Beachwood City School District in Beachwood, Ohio.
E1562921 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: Beachwood Middle School | Statement: [Beachwood, Ohio, hasMiddleSchool, Beachwood Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beachwood Middle School
Context triple: [Beachwood, Ohio, hasMiddleSchool, Beachwood Middle School]
  • A. Beach Street Middle School
    Beach Street Middle School is a public middle school serving students in the West Islip community on Long Island, New York.
  • B. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Woodlawn Middle School
    Woodlawn Middle School is a public middle school serving students in the Woodlawn community of Maryland.
  • E. Beach Elementary School
    Beach Elementary School is a public elementary school that is part of the Fruitport Community Schools district in Michigan.
  • 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: Beachwood Middle School
Triple: [Beachwood, Ohio, hasMiddleSchool, Beachwood Middle School]
Generated description
Beachwood Middle School is a public middle school serving students in the Beachwood City School District in Beachwood, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beachwood Middle School
Target entity description: Beachwood Middle School is a public middle school serving students in the Beachwood City School District in Beachwood, Ohio.
  • A. Beach Street Middle School
    Beach Street Middle School is a public middle school serving students in the West Islip community on Long Island, New York.
  • B. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Woodlawn Middle School
    Woodlawn Middle School is a public middle school serving students in the Woodlawn community of Maryland.
  • E. Beach Elementary School
    Beach Elementary School is a public primary school serving young students in the city of Piedmont, California.
  • 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_69e2458a92ec81908fc1cd5f6407d2ab completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17fc0cdb081908107d40069d9735f completed April 29, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca08d3348190b84e7d7d9b1e17fe completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcabd0cbc81909fc773fe62a3efbf completed May 19, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcb7ccc4881909fe70749449c0e6c completed May 19, 2026, 2:31 a.m.
Created at: April 17, 2026, 3:40 p.m.