Triple

T12794498
Position Surface form Disambiguated ID Type / Status
Subject Joseph Wharton E305854 entity
Predicate familyName P18 FINISHED
Object Wharton
Wharton is a prominent American surname most famously associated with industrialist Joseph Wharton and the prestigious Wharton School of the University of Pennsylvania.
 E63058 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 | Statement: [Joseph Wharton, familyName, Wharton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wharton
Context triple: [Joseph Wharton, familyName, Wharton]
  • A. 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.
  • B. 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.
  • C. Columbia Business School
    Columbia Business School is a leading Ivy League graduate business school at Columbia University in New York City, renowned for its rigorous MBA and finance programs and influential alumni.
  • D. Coller School of Management
    Coller School of Management is the business school of Tel Aviv University, known for its programs in business administration, finance, and entrepreneurship in Israel.
  • E. Duke University School of Business
    Duke University School of Business, now known as the Fuqua School of Business, is Duke University's graduate business school renowned for its MBA and other management programs.
  • 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
Triple: [Joseph Wharton, familyName, Wharton]
Generated description
Wharton is a prominent American surname most famously associated with industrialist Joseph Wharton and the prestigious Wharton School of the University of Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wharton
Target entity description: Wharton is a prominent American surname most famously associated with industrialist Joseph Wharton and the prestigious Wharton School of the University of Pennsylvania.
  • A. Wharton School of the University of Pennsylvania chosen
    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.
  • B. 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.
  • C. Columbia Business School
    Columbia Business School is a leading Ivy League graduate business school at Columbia University in New York City, renowned for its rigorous MBA and finance programs and influential alumni.
  • D. Coller School of Management
    Coller School of Management is the business school of Tel Aviv University, known for its programs in business administration, finance, and entrepreneurship in Israel.
  • E. Duke University School of Business
    Duke University School of Business, now known as the Fuqua School of Business, is Duke University's graduate business school renowned for its MBA and other management programs.
  • F. None of above.

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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6ca0288190aba01735b71a01da completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7304f62288190aa7788fc6fb04254 completed May 3, 2026, 11:23 a.m.
NEDg Description generation batch_69f7316101e48190b3ec59a4376a0562 completed May 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69f731f8e98c8190becfad8e3a371484 completed May 3, 2026, 11:31 a.m.
Created at: April 9, 2026, 5:30 p.m.