Triple

T420223
Position Surface form Disambiguated ID Type / Status
Subject Tepper School of Business E8083 entity
Predicate hasResearchCenter P40 FINISHED
Object Tepper School Center for Organizational Learning, Innovation and Knowledge
The Tepper School Center for Organizational Learning, Innovation and Knowledge is a research center at Carnegie Mellon University's Tepper School of Business focused on advancing understanding of how organizations learn, innovate, and manage knowledge.
E54137 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: Tepper School Center for Organizational Learning, Innovation and Knowledge | Statement: [Tepper School of Business, hasResearchCenter, Tepper School Center for Organizational Learning, Innovation and Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tepper School Center for Organizational Learning, Innovation and Knowledge
Context triple: [Tepper School of Business, hasResearchCenter, Tepper School Center for Organizational Learning, Innovation and Knowledge]
  • A. Tepper School Center for Financial Markets
    Tepper School Center for Financial Markets is a research hub at Carnegie Mellon University’s Tepper School of Business focused on advancing knowledge and practice in financial markets, institutions, and related policy.
  • B. Tepper School of Business
    The Tepper School of Business is Carnegie Mellon University's business school, renowned for its strengths in analytical decision-making, economics, and management science.
  • C. Heinz College of Information Systems and Public Policy
    Heinz College of Information Systems and Public Policy is a graduate school at Carnegie Mellon University known for its interdisciplinary programs in information systems, public policy, and management.
  • D. Lester Center for Entrepreneurship
    The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
  • E. 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.
  • 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: Tepper School Center for Organizational Learning, Innovation and Knowledge
Triple: [Tepper School of Business, hasResearchCenter, Tepper School Center for Organizational Learning, Innovation and Knowledge]
Generated description
The Tepper School Center for Organizational Learning, Innovation and Knowledge is a research center at Carnegie Mellon University's Tepper School of Business focused on advancing understanding of how organizations learn, innovate, and manage knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tepper School Center for Organizational Learning, Innovation and Knowledge
Target entity description: The Tepper School Center for Organizational Learning, Innovation and Knowledge is a research center at Carnegie Mellon University's Tepper School of Business focused on advancing understanding of how organizations learn, innovate, and manage knowledge.
  • A. Tepper School Center for Financial Markets
    Tepper School Center for Financial Markets is a research hub at Carnegie Mellon University’s Tepper School of Business focused on advancing knowledge and practice in financial markets, institutions, and related policy.
  • B. Tepper School of Business
    The Tepper School of Business is Carnegie Mellon University's business school, renowned for its strengths in analytical decision-making, economics, and management science.
  • C. Heinz College of Information Systems and Public Policy
    Heinz College of Information Systems and Public Policy is a graduate school at Carnegie Mellon University known for its interdisciplinary programs in information systems, public policy, and management.
  • D. Lester Center for Entrepreneurship
    The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
  • E. 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.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eebde1d881908fb212bfba9d7c67 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42f64cccc8190afae9aa50097670a completed March 1, 2026, 12:21 p.m.
NEDg Description generation batch_69a42fe4b0448190a8077873001b5a21 completed March 1, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_69a43057a4688190829bfbe668d3889b completed March 1, 2026, 12:25 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.