Triple

T8660732
Position Surface form Disambiguated ID Type / Status
Subject Western Michigan University E205540 entity
Predicate campus P269 FINISHED
Object Kalamazoo campus
Kalamazoo campus is the main campus of Western Michigan University, located in Kalamazoo, Michigan and serving as the institution’s primary academic and administrative center.
E748936 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: Kalamazoo campus | Statement: [Western Michigan University, campus, Kalamazoo campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalamazoo campus
Context triple: [Western Michigan University, campus, Kalamazoo campus]
  • A. Kalamazoo College
    Kalamazoo College is a private liberal arts college in Kalamazoo, Michigan, known for its rigorous academics and strong study abroad and experiential learning programs.
  • B. Dearborn campus
    Dearborn campus is a regional campus of the University of Michigan located in Dearborn, Michigan, offering a range of undergraduate and graduate programs.
  • C. Downriver Campus
    Downriver Campus is a branch of Wayne County Community College District serving students in the Downriver area of metropolitan Detroit with a range of academic and workforce programs.
  • D. Saginaw Valley State University
    Saginaw Valley State University is a public university in Michigan known for its academic programs and NCAA Division II athletics, particularly its football program.
  • E. Manitowoc campus
    Manitowoc campus is a regional branch of the University of Wisconsin–Green Bay located in Manitowoc, Wisconsin, offering undergraduate education and community-focused programs.
  • 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: Kalamazoo campus
Triple: [Western Michigan University, campus, Kalamazoo campus]
Generated description
Kalamazoo campus is the main campus of Western Michigan University, located in Kalamazoo, Michigan and serving as the institution’s primary academic and administrative center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalamazoo campus
Target entity description: Kalamazoo campus is the main campus of Western Michigan University, located in Kalamazoo, Michigan and serving as the institution’s primary academic and administrative center.
  • A. Kalamazoo College
    Kalamazoo College is a private liberal arts college in Kalamazoo, Michigan, known for its rigorous academics and strong study abroad and experiential learning programs.
  • B. Dearborn campus
    Dearborn campus is a regional campus of the University of Michigan located in Dearborn, Michigan, offering a range of undergraduate and graduate programs.
  • C. Downriver Campus
    Downriver Campus is a branch of Wayne County Community College District serving students in the Downriver area of metropolitan Detroit with a range of academic and workforce programs.
  • D. Saginaw Valley State University
    Saginaw Valley State University is a public university in Michigan known for its academic programs and NCAA Division II athletics, particularly its football program.
  • E. Manitowoc campus
    Manitowoc campus is a regional branch of the University of Wisconsin–Green Bay located in Manitowoc, Wisconsin, offering undergraduate education and community-focused programs.
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48701c748190a5f7bd9e2da0e5e9 completed March 31, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccfda1dc8190a3b93b1c7e813f33 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8d530081908f5a52d5d76bd414 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf7c66308190b9fb87bc0ab510a8 completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:30 p.m.