Triple

T386765
Position Surface form Disambiguated ID Type / Status
Subject University of Chicago E8795 entity
Predicate hasAcademicDivision P50 FINISHED
Object Graham School of Continuing Liberal and Professional Studies
The Graham School of Continuing Liberal and Professional Studies is the University of Chicago’s division dedicated to adult, professional, and continuing education programs.
E48678 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: Graham School of Continuing Liberal and Professional Studies | Statement: [University of Chicago, hasAcademicDivision, Graham School of Continuing Liberal and Professional Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graham School of Continuing Liberal and Professional Studies
Context triple: [University of Chicago, hasAcademicDivision, Graham School of Continuing Liberal and Professional Studies]
  • A. Seidman College of Business
    Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. Berkeley College
    Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
  • C. Owen Graduate School of Management
    Owen Graduate School of Management is Vanderbilt University's business school, offering MBA and other graduate management programs.
  • D. 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.
  • E. Carey Business School
    Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven 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: Graham School of Continuing Liberal and Professional Studies
Triple: [University of Chicago, hasAcademicDivision, Graham School of Continuing Liberal and Professional Studies]
Generated description
The Graham School of Continuing Liberal and Professional Studies is the University of Chicago’s division dedicated to adult, professional, and continuing education programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graham School of Continuing Liberal and Professional Studies
Target entity description: The Graham School of Continuing Liberal and Professional Studies is the University of Chicago’s division dedicated to adult, professional, and continuing education programs.
  • A. Seidman College of Business
    Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. Berkeley College
    Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
  • C. Owen Graduate School of Management
    Owen Graduate School of Management is Vanderbilt University's business school, offering MBA and other graduate management programs.
  • D. 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.
  • E. Carey Business School
    Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec447b5481908a5a084787b44ced completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe9755c08190a6f046ca56531df5 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3ff1563688190bd5a41ea3c4726a5 completed March 1, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69a3ffb7c1f8819084d07b54e1688290 completed March 1, 2026, 8:58 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.