Triple

T20389844
Position Surface form Disambiguated ID Type / Status
Subject Cuyahoga Falls, Ohio, United States E498055 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Cuyahoga Falls City School District
Cuyahoga Falls City School District is a public school system serving students in the city of Cuyahoga Falls, Ohio.
E1429890 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: Cuyahoga Falls City School District | Statement: [Cuyahoga Falls, Ohio, United States, hasSchoolDistrict, Cuyahoga Falls City School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cuyahoga Falls City School District
Context triple: [Cuyahoga Falls, Ohio, United States, hasSchoolDistrict, Cuyahoga Falls City School District]
  • A. Olmsted Falls City School District
    Olmsted Falls City School District is a public school system serving students in the Olmsted Falls area of Ohio, providing K–12 education through multiple schools in the community.
  • B. Lorain City School District
    Lorain City School District is the public school system serving students in the city of Lorain, Ohio.
  • C. Strongsville City School District
    Strongsville City School District is a public school system serving students in the suburban community of Strongsville, Ohio.
  • D. 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.
  • E. 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.
  • 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: Cuyahoga Falls City School District
Triple: [Cuyahoga Falls, Ohio, United States, hasSchoolDistrict, Cuyahoga Falls City School District]
Generated description
Cuyahoga Falls City School District is a public school system serving students in the city of Cuyahoga Falls, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cuyahoga Falls City School District
Target entity description: Cuyahoga Falls City School District is a public school system serving students in the city of Cuyahoga Falls, Ohio.
  • A. Olmsted Falls City School District
    Olmsted Falls City School District is a public school system serving students in the Olmsted Falls area of Ohio, providing K–12 education through multiple schools in the community.
  • B. Lorain City School District
    Lorain City School District is the public school system serving students in the city of Lorain, Ohio.
  • C. Strongsville City School District
    Strongsville City School District is a public school system serving students in the suburban community of Strongsville, Ohio.
  • D. 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.
  • E. 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.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790e65a081909832855758fffd14 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b155598819080e5034096b4541b completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088014c30c8190937586dc3f23862e completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08810e37c08190bd7e8b584204064c completed May 16, 2026, 2:37 p.m.
Created at: April 16, 2026, 11:28 a.m.