Triple

T9816789
Position Surface form Disambiguated ID Type / Status
Subject Niles, Ohio E238424 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Niles City School District
Niles City School District is the public school system serving students in the city of Niles, Ohio.
 E823417 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: Niles City School District | Statement: [Niles, Ohio, hasPublicSchoolDistrict, Niles City School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Niles City School District
Context triple: [Niles, Ohio, hasPublicSchoolDistrict, Niles City School District]
  • A. Niles Elementary School District 71
    Niles Elementary School District 71 is a public school district serving elementary and middle school students in the village of Niles, Illinois.
  • B. Niles North High School
    Niles North High School is a public secondary school located in Skokie, Illinois, serving students in the northern part of Niles Township.
  • C. Niles Township High School District 219
    Niles Township High School District 219 is a public school district in Skokie, Illinois, that operates multiple high schools serving students from Skokie and surrounding communities.
  • D. Three Rivers School District
    Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
  • E. Plainfield Public School District
    Plainfield Public School District is a public school system that provides K–12 education to students residing in Plainfield, New Jersey.
  • 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: Niles City School District
Triple: [Niles, Ohio, hasPublicSchoolDistrict, Niles City School District]
Generated description
Niles City School District is the public school system serving students in the city of Niles, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Niles City School District
Target entity description: Niles City School District is the public school system serving students in the city of Niles, Ohio.
  • A. Niles Elementary School District 71
    Niles Elementary School District 71 is a public school district serving elementary and middle school students in the village of Niles, Illinois.
  • B. Niles North High School
    Niles North High School is a public secondary school located in Skokie, Illinois, serving students in the northern part of Niles Township.
  • C. Niles Township High School District 219
    Niles Township High School District 219 is a public school district in Skokie, Illinois, that operates multiple high schools serving students from Skokie and surrounding communities.
  • D. Three Rivers School District
    Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
  • E. Plainfield Public School District
    Plainfield Public School District is a public school system that provides K–12 education to students residing in Plainfield, New Jersey.
  • 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_69cdb2f4a1548190a5afc5ee0d7da392 completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc6c64dc8190979be34255dc22e5 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1cf7ce46c8190a7383086eb667b51 completed April 5, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1d0034dc081908182e3f873a2c584 completed April 5, 2026, 2:59 a.m.
Created at: March 30, 2026, 8:30 p.m.