Triple

T13788585
Position Surface form Disambiguated ID Type / Status
Subject Warren, Ohio E331329 entity
Predicate hasPublicInstitution P8853 FINISHED
Object Warren City Schools
Warren City Schools is the public school district serving students in the city of Warren, Ohio.
E1062450 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: Warren City Schools | Statement: [Warren, Ohio, hasPublicInstitution, Warren City Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warren City Schools
Context triple: [Warren, Ohio, hasPublicInstitution, Warren City Schools]
  • A. Warren Consolidated Schools
    Warren Consolidated Schools is a public school district serving students in Warren and surrounding communities in southeastern Michigan.
  • B. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • C. Southeast Warren Community School District
    Southeast Warren Community School District is a rural public school district in Warren County, Iowa, serving students from several small communities in the area.
  • D. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • E. Norwood City School District
    Norwood City School District is a public school system serving students in the small urban community of Norwood, an enclave within the Cincinnati metropolitan area in Ohio.
  • 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: Warren City Schools
Triple: [Warren, Ohio, hasPublicInstitution, Warren City Schools]
Generated description
Warren City Schools is the public school district serving students in the city of Warren, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warren City Schools
Target entity description: Warren City Schools is the public school district serving students in the city of Warren, Ohio.
  • A. Warren Consolidated Schools
    Warren Consolidated Schools is a public school district serving students in Warren and surrounding communities in southeastern Michigan.
  • B. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • C. Southeast Warren Community School District
    Southeast Warren Community School District is a rural public school district in Warren County, Iowa, serving students from several small communities in the area.
  • D. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • E. Norwood City School District
    Norwood City School District is a public school system serving students in the small urban community of Norwood, an enclave within the Cincinnati metropolitan area in Ohio.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0249e4f88190a80316394940627d completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07f5cf48190b59827efb5918a95 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b208e3c88190962a5ce45aecf3e6 completed May 3, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2c55e188190b0ea8fa400ff2dfc completed May 3, 2026, 8:40 p.m.
Created at: April 9, 2026, 10:11 p.m.