Triple

T512251
Position Surface form Disambiguated ID Type / Status
Subject University of Michigan E10631 entity
Predicate hasSchool P113 FINISHED
Object Ross School of Business
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
 E64516 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: Ross School of Business | Statement: [University of Michigan, hasSchool, Ross School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ross School of Business
Context triple: [University of Michigan, hasSchool, Ross School of Business]
  • A. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • B. Kellogg School of Management
    Kellogg School of Management is a leading graduate business school at Northwestern University, renowned for its MBA programs and emphasis on teamwork, leadership, and global business education.
  • 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. Haas School of Business
    The Haas School of Business is the business school of the University of California, Berkeley, renowned for its programs in entrepreneurship, finance, and innovation.
  • 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: Ross School of Business
Triple: [University of Michigan, hasSchool, Ross School of Business]
Generated description
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ross School of Business
Target entity description: Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
  • A. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • B. Kellogg School of Management
    Kellogg School of Management is a leading graduate business school at Northwestern University, renowned for its MBA programs and emphasis on teamwork, leadership, and global business education.
  • 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. Haas School of Business
    The Haas School of Business is the business school of the University of California, Berkeley, renowned for its programs in entrepreneurship, finance, and innovation.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f16768c081909d05537ff070868b completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42a4a648190a1a01d823b698ae3 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a492d2d08190945f9b5bd1e8dfa5 completed March 1, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69a4a52e4ae081909f880462479fc51f completed March 1, 2026, 8:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.