Triple

T2949167
Position Surface form Disambiguated ID Type / Status
Subject Willamette University E79576 entity
Predicate hasAcademicDivision P50 FINISHED
Object Atkinson Graduate School of Management
Atkinson Graduate School of Management is the graduate business school of Willamette University, offering MBA and related management programs.
 E312182 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: Atkinson Graduate School of Management | Statement: [Willamette University, hasAcademicDivision, Atkinson Graduate School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atkinson Graduate School of Management
Context triple: [Willamette University, hasAcademicDivision, Atkinson Graduate School of Management]
  • A. McCallum Graduate School of Business
    McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • B. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • C. 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.
  • D. Owen Graduate School of Management
    Owen Graduate School of Management is Vanderbilt University's business school, offering MBA and other graduate management programs.
  • E. 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.
  • 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: Atkinson Graduate School of Management
Triple: [Willamette University, hasAcademicDivision, Atkinson Graduate School of Management]
Generated description
Atkinson Graduate School of Management is the graduate business school of Willamette University, offering MBA and related management programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atkinson Graduate School of Management
Target entity description: Atkinson Graduate School of Management is the graduate business school of Willamette University, offering MBA and related management programs.
  • A. McCallum Graduate School of Business
    McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • B. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • C. 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.
  • D. Owen Graduate School of Management
    Owen Graduate School of Management is Vanderbilt University's business school, offering MBA and other graduate management programs.
  • E. 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.
  • 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98f95da88190a036a18f39f221c2 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0869732d08190bdb6f6c76411ade1 completed March 10, 2026, 9:01 p.m.
NEDg Description generation batch_69b0d2f9eef48190a3c4ad05251bdfdd completed March 11, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0d358b3d0819087bf309f8a6a06c2 completed March 11, 2026, 2:28 a.m.
Created at: March 8, 2026, 2:57 p.m.