Triple

T8844439
Position Surface form Disambiguated ID Type / Status
Subject Springboro, Ohio E210467 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Springboro Community City Schools
Springboro Community City Schools is a public school district serving students in the Springboro, Ohio area.
E760264 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: Springboro Community City Schools | Statement: [Springboro, Ohio, hasEducationalInstitution, Springboro Community City Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Springboro Community City Schools
Context triple: [Springboro, Ohio, hasEducationalInstitution, Springboro Community City Schools]
  • A. Miamisburg City Schools
    Miamisburg City Schools is the public school district serving students in the city of Miamisburg, Ohio and surrounding areas.
  • B. Brownsburg Community School Corporation
    Brownsburg Community School Corporation is a public school district serving the educational needs of students in and around the town of Brownsburg in Hendricks County, Indiana.
  • C. Huber Heights City Schools
    Huber Heights City Schools is the public school district serving the community of Huber Heights, Ohio, providing K–12 education through its network of elementary, middle, and high schools.
  • D. Rocky River City School District
    Rocky River City School District is a public school district serving students in the suburban community of Rocky River, Ohio, providing K–12 education across multiple schools.
  • E. Fairborn City Schools
    Fairborn City Schools is the public school district serving students in the city of Fairborn, Ohio and its surrounding community.
  • 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: Springboro Community City Schools
Triple: [Springboro, Ohio, hasEducationalInstitution, Springboro Community City Schools]
Generated description
Springboro Community City Schools is a public school district serving students in the Springboro, Ohio area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Springboro Community City Schools
Target entity description: Springboro Community City Schools is a public school district serving students in the Springboro, Ohio area.
  • A. Miamisburg City Schools
    Miamisburg City Schools is the public school district serving students in the city of Miamisburg, Ohio and surrounding areas.
  • B. Brownsburg Community School Corporation
    Brownsburg Community School Corporation is a public school district serving the educational needs of students in and around the town of Brownsburg in Hendricks County, Indiana.
  • C. Huber Heights City Schools
    Huber Heights City Schools is the public school district serving the community of Huber Heights, Ohio, providing K–12 education through its network of elementary, middle, and high schools.
  • D. Rocky River City School District
    Rocky River City School District is a public school district serving students in the suburban community of Rocky River, Ohio, providing K–12 education across multiple schools.
  • E. Fairborn City Schools
    Fairborn City Schools is the public school district serving students in the city of Fairborn, Ohio and its surrounding community.
  • 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_69ca838967bc8190b46c3c80a2887ea4 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc608a73c88190875409fef79ffc8a completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89ad0a3c8190a2bcf9a106138835 completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8ac657a48190b01e3f0365105f3c completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b8849ec8190915fa087b1b46c18 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:48 p.m.