Triple

T9474583
Position Surface form Disambiguated ID Type / Status
Subject Kalamazoo College E228480 entity
Predicate knownFor P22 FINISHED
Object K-Plan curriculum
The K-Plan curriculum is Kalamazoo College’s distinctive liberal arts program emphasizing experiential learning, study abroad, independent research, and personalized academic pathways.
E801471 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: K-Plan curriculum | Statement: [Kalamazoo College, knownFor, K-Plan curriculum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: K-Plan curriculum
Context triple: [Kalamazoo College, knownFor, K-Plan curriculum]
  • A. Plan K
    Plan K is a standardized Medicare Supplement (Medigap) plan that offers partial coverage of certain out-of-pocket costs in exchange for lower premiums and an annual out-of-pocket limit.
  • B. Dalton Plan
    The Dalton Plan is an educational model that emphasizes individualized learning, student autonomy, and flexible scheduling, originally developed by Helen Parkhurst in the early 20th century.
  • C. Curriki
    Curriki is an education-focused nonprofit organization that provides free, open-source digital learning resources and tools for teachers and students worldwide.
  • D. The Basic School
    The Basic School is the United States Marine Corps’ primary officer training institution where newly commissioned officers receive foundational leadership and combat instruction.
  • E. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • 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: K-Plan curriculum
Triple: [Kalamazoo College, knownFor, K-Plan curriculum]
Generated description
The K-Plan curriculum is Kalamazoo College’s distinctive liberal arts program emphasizing experiential learning, study abroad, independent research, and personalized academic pathways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: K-Plan curriculum
Target entity description: The K-Plan curriculum is Kalamazoo College’s distinctive liberal arts program emphasizing experiential learning, study abroad, independent research, and personalized academic pathways.
  • A. Plan K
    Plan K is a standardized Medicare Supplement (Medigap) plan that offers partial coverage of certain out-of-pocket costs in exchange for lower premiums and an annual out-of-pocket limit.
  • B. Dalton Plan
    The Dalton Plan is an educational model that emphasizes individualized learning, student autonomy, and flexible scheduling, originally developed by Helen Parkhurst in the early 20th century.
  • C. Curriki
    Curriki is an education-focused nonprofit organization that provides free, open-source digital learning resources and tools for teachers and students worldwide.
  • D. The Basic School
    The Basic School is the United States Marine Corps’ primary officer training institution where newly commissioned officers receive foundational leadership and combat instruction.
  • E. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ff23aec8190b5341eb9bd816a43 completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122d625fc8190b8222930449ad3da completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:54 p.m.