Triple

T16780726
Position Surface form Disambiguated ID Type / Status
Subject Edward Robbins Wharton E407849 entity
Predicate familyName P18 FINISHED
Object Wharton
Wharton is a surname most prominently associated with the American novelist and short story writer Edith Wharton, known for her incisive portrayals of upper-class society.
 E1234092 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: [Edward Robbins Wharton, familyName, Wharton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wharton
Context triple: [Edward Robbins 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: [Edward Robbins Wharton, familyName, Wharton]
Generated description
Wharton is a surname most prominently associated with the American novelist and short story writer Edith Wharton, known for her incisive portrayals of upper-class society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wharton
Target entity description: Wharton is a surname most prominently associated with the American novelist and short story writer Edith Wharton, known for her incisive portrayals of upper-class society.
  • 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

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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b214cebc81909de80e74b4bac5f8 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0300e48190ad088cd11098ca34 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00aba5fb388190ab98a0c8ee50340b completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:22 a.m.