Triple

T4474980
Position Surface form Disambiguated ID Type / Status
Subject Fremont, Ohio E99985 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Fremont City Schools
Fremont City Schools is a public school district serving students in the Fremont, Ohio area.
 E441743 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: Fremont City Schools | Statement: [Fremont, Ohio, hasEducationalInstitution, Fremont City Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fremont City Schools
Context triple: [Fremont, Ohio, hasEducationalInstitution, Fremont City Schools]
  • A. Fremont Unified School District
    Fremont Unified School District is a public school district in Fremont, California, responsible for operating the city's K–12 public schools.
  • B. Fremont Union High School District
    Fremont Union High School District is a public school district in California’s Silicon Valley that oversees several high-performing high schools, including Homestead High School.
  • C. Summit Public Schools
    Summit Public Schools is the public school district serving students in the city of Summit, New Jersey.
  • D. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • E. Blodgett School District
    Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
  • 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: Fremont City Schools
Triple: [Fremont, Ohio, hasEducationalInstitution, Fremont City Schools]
Generated description
Fremont City Schools is a public school district serving students in the Fremont, Ohio area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fremont City Schools
Target entity description: Fremont City Schools is a public school district serving students in the Fremont, Ohio area.
  • A. Fremont Unified School District
    Fremont Unified School District is a public school district in Fremont, California, responsible for operating the city's K–12 public schools.
  • B. Fremont Union High School District
    Fremont Union High School District is a public school district in California’s Silicon Valley that oversees several high-performing high schools, including Homestead High School.
  • C. Summit Public Schools
    Summit Public Schools is the public school district serving students in the city of Summit, New Jersey.
  • D. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • E. Blodgett School District
    Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
  • 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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356bc4a248190b4a031f07f39b5bd completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6287f076081909bca3643ac489fcf completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b6295721d881908d49ce1944e0ed17 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a3e9d1c8190a613726d45622406 completed March 15, 2026, 3:40 a.m.
Created at: March 12, 2026, 11:35 p.m.