Triple

T13081664
Position Surface form Disambiguated ID Type / Status
Subject Ionia, Michigan E310220 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Ionia Public Schools
Ionia Public Schools is a public school district serving students in the Ionia, Michigan area.
 E1020625 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: Ionia Public Schools | Statement: [Ionia, Michigan, hasSchoolDistrict, Ionia Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ionia Public Schools
Context triple: [Ionia, Michigan, hasSchoolDistrict, Ionia Public Schools]
  • A. Athens Area School District
    Athens Area School District is a public school district serving students in and around the borough of Athens in rural northeastern Pennsylvania.
  • B. Solon Community School District
    Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
  • C. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • D. Huron City School District
    Huron City School District is a public school system serving students in and around Huron Township in Erie County, Ohio.
  • E. Issaquah School District
    Issaquah School District is a public school district serving students in Issaquah and surrounding communities in Washington State.
  • 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: Ionia Public Schools
Triple: [Ionia, Michigan, hasSchoolDistrict, Ionia Public Schools]
Generated description
Ionia Public Schools is a public school district serving students in the Ionia, Michigan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ionia Public Schools
Target entity description: Ionia Public Schools is a public school district serving students in the Ionia, Michigan area.
  • A. Athens Area School District
    Athens Area School District is a public school district serving students in and around the borough of Athens in rural northeastern Pennsylvania.
  • B. Solon Community School District
    Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
  • C. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • D. Huron City School District
    Huron City School District is a public school system serving students in and around Huron Township in Erie County, Ohio.
  • E. Issaquah School District
    Issaquah School District is a public school district serving students in Issaquah and surrounding communities in Washington State.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9811add9881908a92186dab5b6d48 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60c603881909dff49f4356042b5 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d86562f88190afd1fe49c4632e09 completed May 3, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69f6d9486d748190bc5e2927bc36993e completed May 3, 2026, 5:12 a.m.
Created at: April 9, 2026, 9:01 p.m.