Triple

T15310363
Position Surface form Disambiguated ID Type / Status
Subject Millikin University E366018 entity
Predicate hasAcademicDivision P50 FINISHED
Object Tabor School of Business
Tabor School of Business is the business education division of Millikin University, offering undergraduate and graduate programs focused on practical, career-oriented business training.
E1150663 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: Tabor School of Business | Statement: [Millikin University, hasAcademicDivision, Tabor School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tabor School of Business
Context triple: [Millikin University, hasAcademicDivision, Tabor School of Business]
  • 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. Beacom School of Business
    Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • C. Eberhardt School of Business
    Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
  • D. Trulaske College of Business
    Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Strome College of Business
    Strome College of Business is the business school of Old Dominion 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: Tabor School of Business
Triple: [Millikin University, hasAcademicDivision, Tabor School of Business]
Generated description
Tabor School of Business is the business education division of Millikin University, offering undergraduate and graduate programs focused on practical, career-oriented business training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tabor School of Business
Target entity description: Tabor School of Business is the business education division of Millikin University, offering undergraduate and graduate programs focused on practical, career-oriented business training.
  • 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. Beacom School of Business
    Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • C. Eberhardt School of Business
    Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
  • D. Trulaske College of Business
    Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Strome College of Business
    Strome College of Business is the business school of Old Dominion 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd176708190b0f6ba17aed92f8e completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a20c1881909b387aed6f532c3d completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa339f988190b470e052c853e4f8 completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:16 a.m.