Triple

T14333706
Position Surface form Disambiguated ID Type / Status
Subject Chase Career Center E355416 entity
Predicate locatedIn P40 FINISHED
Object Isenberg School of Management, University of Massachusetts Amherst
The Isenberg School of Management at the University of Massachusetts Amherst is a public business school known for its undergraduate, MBA, and specialized business programs, strong ties to industry, and emphasis on experiential learning.
E1094004 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, University of Massachusetts Amherst | Statement: [Chase Career Center, locatedIn, Isenberg School of Management, University of Massachusetts Amherst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isenberg School of Management, University of Massachusetts Amherst
Context triple: [Chase Career Center, locatedIn, Isenberg School of Management, University of Massachusetts Amherst]
  • A. Boston University School of Management
    Boston University School of Management, now known as the Questrom School of Business, is Boston University's business school offering undergraduate, graduate, and executive programs in business and management.
  • B. Questrom School of Business
    Questrom School of Business is Boston University's business school, offering undergraduate, graduate, and executive programs in business and management.
  • C. Rowe School of Business
    Rowe School of Business is the business faculty of Dalhousie University in Halifax, Nova Scotia, offering undergraduate and graduate programs in business and management.
  • D. University of Massachusetts Amherst
    The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
  • E. D'Amore-McKim School of Business
    D'Amore-McKim School of Business is the business school of Northeastern University in Boston, known for its emphasis on experiential learning and cooperative education in business 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: Isenberg School of Management, University of Massachusetts Amherst
Triple: [Chase Career Center, locatedIn, Isenberg School of Management, University of Massachusetts Amherst]
Generated description
The Isenberg School of Management at the University of Massachusetts Amherst is a public business school known for its undergraduate, MBA, and specialized business programs, strong ties to industry, and emphasis on experiential learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isenberg School of Management, University of Massachusetts Amherst
Target entity description: The Isenberg School of Management at the University of Massachusetts Amherst is a public business school known for its undergraduate, MBA, and specialized business programs, strong ties to industry, and emphasis on experiential learning.
  • A. Boston University School of Management
    Boston University School of Management, now known as the Questrom School of Business, is Boston University's business school offering undergraduate, graduate, and executive programs in business and management.
  • B. Questrom School of Business
    Questrom School of Business is Boston University's business school, offering undergraduate, graduate, and executive programs in business and management.
  • C. Rowe School of Business
    Rowe School of Business is the business faculty of Dalhousie University in Halifax, Nova Scotia, offering undergraduate and graduate programs in business and management.
  • D. University of Massachusetts Amherst
    The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
  • E. D'Amore-McKim School of Business
    D'Amore-McKim School of Business is the business school of Northeastern University in Boston, known for its emphasis on experiential learning and cooperative education in business 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8c1fb87c81908412c2953243c8e3 completed April 14, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469634688190980df59ee482b792 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47e2b8d481909ed8274a96615b36 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd4879b2688190ac208545ae226c93 completed May 8, 2026, 2:20 a.m.
Created at: April 10, 2026, 1:13 a.m.