Triple

T12157692
Position Surface form Disambiguated ID Type / Status
Subject Gwinn, Michigan E289618 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Gwinn Middle School
Gwinn Middle School is a public middle school serving students in the Gwinn, Michigan community.
 E970190 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: Gwinn Middle School | Statement: [Gwinn, Michigan, hasEducationalInstitution, Gwinn Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gwinn Middle School
Context triple: [Gwinn, Michigan, hasEducationalInstitution, Gwinn Middle School]
  • A. Gwinn High School
    Gwinn High School is a public secondary school serving students in the Gwinn area of Michigan’s Upper Peninsula.
  • B. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • C. John W. Wynn Middle School
    John W. Wynn Middle School is a public middle school serving students in the town of Tewksbury, Massachusetts.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, 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: Gwinn Middle School
Triple: [Gwinn, Michigan, hasEducationalInstitution, Gwinn Middle School]
Generated description
Gwinn Middle School is a public middle school serving students in the Gwinn, Michigan community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gwinn Middle School
Target entity description: Gwinn Middle School is a public middle school serving students in the Gwinn, Michigan community.
  • A. Gwinn High School
    Gwinn High School is a public secondary school serving students in the Gwinn area of Michigan’s Upper Peninsula.
  • B. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • C. John W. Wynn Middle School
    John W. Wynn Middle School is a public middle school serving students in the town of Tewksbury, Massachusetts.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c277e481908351bf4e664dda42 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a837a5881908c600be0be334269 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdb39f48190ad6bc51db6c34163 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:50 p.m.