Triple

T2849562
Position Surface form Disambiguated ID Type / Status
Subject Wharton School of the University of Pennsylvania E63058 entity
Predicate hasCenter P35 FINISHED
Object Wharton Global Family Alliance
The Wharton Global Family Alliance is a research and education center focused on issues facing global family businesses and family offices, fostering collaboration between academia and enterprising families worldwide.
E305855 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: Wharton Global Family Alliance | Statement: [Wharton School of the University of Pennsylvania, hasCenter, Wharton Global Family Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wharton Global Family Alliance
Context triple: [Wharton School of the University of Pennsylvania, hasCenter, Wharton Global Family Alliance]
  • A. Wharton Social Impact Initiative
    Wharton Social Impact Initiative is a research and action center at the Wharton School that advances the use of business strategies to drive positive social and environmental change.
  • B. Wharton School of the University of Pennsylvania
    The Wharton School of the University of Pennsylvania is a world-renowned Ivy League business school recognized for its influential research and leadership in finance, management, and economics education.
  • C. Wharton Council
    Wharton Council is a student-led governing and programming body that represents and supports undergraduate organizations at the Wharton School of the University of Pennsylvania.
  • D. Johns Hopkins Carey Business School
    Johns Hopkins Carey Business School is the graduate business school of Johns Hopkins University, known for its focus on innovation, data-driven leadership, and integrating business education with public health and social impact.
  • E. Weatherhead School of Management
    Weatherhead School of Management is the business school of Case Western Reserve University, known for its programs in management education, research, and leadership development.
  • 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: Wharton Global Family Alliance
Triple: [Wharton School of the University of Pennsylvania, hasCenter, Wharton Global Family Alliance]
Generated description
The Wharton Global Family Alliance is a research and education center focused on issues facing global family businesses and family offices, fostering collaboration between academia and enterprising families worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wharton Global Family Alliance
Target entity description: The Wharton Global Family Alliance is a research and education center focused on issues facing global family businesses and family offices, fostering collaboration between academia and enterprising families worldwide.
  • A. Wharton Social Impact Initiative
    Wharton Social Impact Initiative is a research and action center at the Wharton School that advances the use of business strategies to drive positive social and environmental change.
  • B. Wharton School of the University of Pennsylvania
    The Wharton School of the University of Pennsylvania is a world-renowned Ivy League business school recognized for its influential research and leadership in finance, management, and economics education.
  • C. Wharton Council
    Wharton Council is a student-led governing and programming body that represents and supports undergraduate organizations at the Wharton School of the University of Pennsylvania.
  • D. Johns Hopkins Carey Business School
    Johns Hopkins Carey Business School is the graduate business school of Johns Hopkins University, known for its focus on innovation, data-driven leadership, and integrating business education with public health and social impact.
  • E. Weatherhead School of Management
    Weatherhead School of Management is the business school of Case Western Reserve University, known for its programs in management education, research, and leadership development.
  • 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_69b01d81e76c8190aae5e6dd9b13e28b completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b021996bdc8190843be464e761b7a9 completed March 10, 2026, 1:50 p.m.
NED2 Entity disambiguation (via description) batch_69b0222eb4448190a9f731adbce78e01 completed March 10, 2026, 1:52 p.m.
Created at: March 6, 2026, 10:02 p.m.