Triple

T787331
Position Surface form Disambiguated ID Type / Status
Subject DeVry Inc. E16833 entity
Predicate operates P24 FINISHED
Object Keller Graduate School of Management
Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
 E95622 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: Keller Graduate School of Management | Statement: [DeVry Inc., operates, Keller Graduate School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keller Graduate School of Management
Context triple: [DeVry Inc., operates, Keller Graduate School of Management]
  • A. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Carroll School of Management
    The Carroll School of Management is the business school of Boston College, offering undergraduate and graduate programs in areas such as finance, accounting, marketing, and management.
  • D. Smith School of Business
    Smith School of Business is the business school of Queen’s University in Kingston, Canada, known for its undergraduate, MBA, and specialized graduate programs in management and commerce.
  • E. Seidman College of Business
    Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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: Keller Graduate School of Management
Triple: [DeVry Inc., operates, Keller Graduate School of Management]
Generated description
Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keller Graduate School of Management
Target entity description: Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
  • A. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Carroll School of Management
    The Carroll School of Management is the business school of Boston College, offering undergraduate and graduate programs in areas such as finance, accounting, marketing, and management.
  • D. Smith School of Business
    Smith School of Business is the business school of Queen’s University in Kingston, Canada, known for its undergraduate, MBA, and specialized graduate programs in management and commerce.
  • E. Seidman College of Business
    Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a78171908190a38a70274bfbebf9 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6891fb80481909ed2ce30789c945e completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a689c9974c819082082cd83fe46cbc completed March 3, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69a6d763a7848190ba4d5266d581acdb completed March 3, 2026, 12:43 p.m.
Created at: March 1, 2026, 7:38 p.m.