Triple

T2849578
Position Surface form Disambiguated ID Type / Status
Subject Wharton School of the University of Pennsylvania E63058 entity
Predicate hasPublication P80 FINISHED
Object Knowledge at Wharton
Knowledge at Wharton is the Wharton School’s business research and analysis platform, offering articles, podcasts, and insights on global management, finance, and economic trends.
E302965 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: Knowledge at Wharton | Statement: [Wharton School of the University of Pennsylvania, hasPublication, Knowledge at Wharton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knowledge at Wharton
Context triple: [Wharton School of the University of Pennsylvania, hasPublication, Knowledge at Wharton]
  • A. Harvard Business Publishing
    Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
  • B. Harvard Business School
    Harvard Business School is a leading graduate business school renowned for its MBA, doctoral, and executive education programs and its influential case-study teaching method.
  • C. MIT Sloan School of Management
    MIT Sloan School of Management is the business school of the Massachusetts Institute of Technology, renowned for its rigorous, analytically focused management education and research in innovation, finance, and entrepreneurship.
  • D. INSEAD
    INSEAD is a leading global business school renowned for its international MBA and executive education programs, with campuses in Europe, Asia, the Middle East, and North America.
  • E. Simon Business School
    Simon Business School is the graduate business school of the University of Rochester, known for its strong emphasis on analytics, economics-based curriculum, and quantitative approach to management education.
  • 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: Knowledge at Wharton
Triple: [Wharton School of the University of Pennsylvania, hasPublication, Knowledge at Wharton]
Generated description
Knowledge at Wharton is the Wharton School’s business research and analysis platform, offering articles, podcasts, and insights on global management, finance, and economic trends.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knowledge at Wharton
Target entity description: Knowledge at Wharton is the Wharton School’s business research and analysis platform, offering articles, podcasts, and insights on global management, finance, and economic trends.
  • A. Harvard Business Publishing
    Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
  • B. Harvard Business School
    Harvard Business School is a leading graduate business school renowned for its MBA, doctoral, and executive education programs and its influential case-study teaching method.
  • C. MIT Sloan School of Management
    MIT Sloan School of Management is the business school of the Massachusetts Institute of Technology, renowned for its rigorous, analytically focused management education and research in innovation, finance, and entrepreneurship.
  • D. INSEAD
    INSEAD is a leading global business school renowned for its international MBA and executive education programs, with campuses in Europe, Asia, the Middle East, and North America.
  • E. Simon Business School
    Simon Business School is the graduate business school of the University of Rochester, known for its strong emphasis on analytics, economics-based curriculum, and quantitative approach to management education.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf41ac24819087c5b72e3b84117c completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8df46c881909a5f0d1d0eef9a42 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe948ba148190a88126df32f16be2 completed March 10, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69b0018170908190976f849380841b17 completed March 10, 2026, 11:33 a.m.
Created at: March 6, 2026, 10:02 p.m.