Triple

T19751336
Position Surface form Disambiguated ID Type / Status
Subject Kinsman Township, Trumbull County, Ohio E474379 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Joseph Badger Local School District
Joseph Badger Local School District is a public school district serving students in and around Kinsman Township in Trumbull County, Ohio.
E1392517 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: Joseph Badger Local School District | Statement: [Kinsman Township, Trumbull County, Ohio, hasSchoolDistrict, Joseph Badger Local School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Badger Local School District
Context triple: [Kinsman Township, Trumbull County, Ohio, hasSchoolDistrict, Joseph Badger Local School District]
  • A. Joel E. Barber School District
    Joel E. Barber School District is a public school district serving students in the rural area of Laclede County, Missouri.
  • B. 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.
  • C. Osborn R-0 School District
    Osborn R-0 School District is a small public school district serving the community of Osborn and surrounding rural areas in DeKalb County, Missouri.
  • D. Jordan School District
    Jordan School District is a large public school district in the southwestern Salt Lake Valley of Utah, serving multiple communities including West Jordan with K–12 educational services.
  • E. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • 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: Joseph Badger Local School District
Triple: [Kinsman Township, Trumbull County, Ohio, hasSchoolDistrict, Joseph Badger Local School District]
Generated description
Joseph Badger Local School District is a public school district serving students in and around Kinsman Township in Trumbull County, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Badger Local School District
Target entity description: Joseph Badger Local School District is a public school district serving students in and around Kinsman Township in Trumbull County, Ohio.
  • A. Joel E. Barber School District
    Joel E. Barber School District is a public school district serving students in the rural area of Laclede County, Missouri.
  • B. 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.
  • C. Osborn R-0 School District
    Osborn R-0 School District is a small public school district serving the community of Osborn and surrounding rural areas in DeKalb County, Missouri.
  • D. Jordan School District
    Jordan School District is a large public school district in the southwestern Salt Lake Valley of Utah, serving multiple communities including West Jordan with K–12 educational services.
  • E. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65299a7048190a9b22307ac06bd03 completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b505634481908e84b80e611b3892 completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b5d90eb081909286da7f06d606cf completed May 16, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6bb60088190b3473ff2bf7cfde1 completed May 16, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:48 p.m.