Triple

T6858307
Position Surface form Disambiguated ID Type / Status
Subject Marion, Ohio, United States E158206 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Marion City School District
Marion City School District is the public school system serving students in the city of Marion, Ohio.
 E624293 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: Marion City School District | Statement: [Marion, Ohio, United States, hasPublicSchoolDistrict, Marion City School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marion City School District
Context triple: [Marion, Ohio, United States, hasPublicSchoolDistrict, Marion City School District]
  • A. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • B. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • C. Franklin County Schools
    Franklin County Schools is the public school district serving students in Franklin County, North Carolina.
  • D. Hancock County School District
    Hancock County School District is a public school district in Hancock County, Mississippi, that provides K–12 education to students in communities such as Pearlington.
  • E. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson County, Florida.
  • 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: Marion City School District
Triple: [Marion, Ohio, United States, hasPublicSchoolDistrict, Marion City School District]
Generated description
Marion City School District is the public school system serving students in the city of Marion, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marion City School District
Target entity description: Marion City School District is the public school system serving students in the city of Marion, Ohio.
  • A. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • B. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
  • C. Franklin County Schools
    Franklin County Schools is the public school district serving students in Franklin County, North Carolina.
  • D. Hancock County School District
    Hancock County School District is a public school district in Hancock County, Mississippi, that provides K–12 education to students in communities such as Pearlington.
  • E. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson County, Florida.
  • 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8720bd48190adb446130a03d2bf completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fe28dc88190a9c7794b78374ecf completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c736684f848190a5fb1b82e152b8a5 completed March 28, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69c736d828f88190a388d559c673861a completed March 28, 2026, 2:03 a.m.
Created at: March 27, 2026, 2:21 p.m.