Triple

T572324
Position Surface form Disambiguated ID Type / Status
Subject University of Massachusetts Amherst E13688 entity
Predicate hasCollege P113 FINISHED
Object Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
 E71869 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: Isenberg School of Management | Statement: [University of Massachusetts Amherst, hasCollege, Isenberg School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isenberg School of Management
Context triple: [University of Massachusetts Amherst, hasCollege, Isenberg School of Management]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Carey Business School
    Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven 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: Isenberg School of Management
Triple: [University of Massachusetts Amherst, hasCollege, Isenberg School of Management]
Generated description
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isenberg School of Management
Target entity description: The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Carey Business School
    Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b49bad88190bc73d31a317c0ef4 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ff4c3df48190a886a8d3c633d417 completed March 2, 2026, 3:09 a.m.
NEDg Description generation batch_69a4ffcad6e08190938018ade5bc5d67 completed March 2, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69a5001de9c481909d43c001028c922c completed March 2, 2026, 3:12 a.m.
Created at: March 1, 2026, 7:33 p.m.