Triple

T9821046
Position Surface form Disambiguated ID Type / Status
Subject Maple Heights E238530 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Maple Heights City School District
Maple Heights City School District is a public school system serving students in the city of Maple Heights, Ohio.
E823859 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: Maple Heights City School District | Statement: [Maple Heights, hasSchoolDistrict, Maple Heights City School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maple Heights City School District
Context triple: [Maple Heights, hasSchoolDistrict, Maple Heights City School District]
  • A. Shaker Heights City School District
    Shaker Heights City School District is a public school system in Shaker Heights, Ohio, known for its strong academics, diverse student body, and commitment to educational equity.
  • B. Cleveland Heights–University Heights City School District
    Cleveland Heights–University Heights City School District is a public school district in Ohio that serves students from the neighboring communities of Cleveland Heights and University Heights.
  • C. Garfield Heights City Schools
    Garfield Heights City Schools is a public school district serving students in the city of Garfield Heights, Ohio.
  • D. Strongsville City School District
    Strongsville City School District is a public school system serving students in the suburban community of Strongsville, Ohio.
  • E. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • 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: Maple Heights City School District
Triple: [Maple Heights, hasSchoolDistrict, Maple Heights City School District]
Generated description
Maple Heights City School District is a public school system serving students in the city of Maple Heights, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maple Heights City School District
Target entity description: Maple Heights City School District is a public school system serving students in the city of Maple Heights, Ohio.
  • A. Shaker Heights City School District
    Shaker Heights City School District is a public school system in Shaker Heights, Ohio, known for its strong academics, diverse student body, and commitment to educational equity.
  • B. Cleveland Heights–University Heights City School District
    Cleveland Heights–University Heights City School District is a public school district in Ohio that serves students from the neighboring communities of Cleveland Heights and University Heights.
  • C. Garfield Heights City Schools
    Garfield Heights City Schools is a public school district serving students in the city of Garfield Heights, Ohio.
  • D. Strongsville City School District
    Strongsville City School District is a public school system serving students in the suburban community of Strongsville, Ohio.
  • E. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • 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_69ca84dfde1481909f47c286d715f892 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3147ecc81908cfca84c05a367d9 completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc78ffcc8190bb26a224350376dc completed April 5, 2026, 2:44 a.m.
NEDg Description generation batch_69d1cd8e7c548190bc3f10004db80925 completed April 5, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69d1ce1aead081908da4a85ded350c17 completed April 5, 2026, 2:51 a.m.
Created at: March 30, 2026, 8:31 p.m.