Triple

T15638965
Position Surface form Disambiguated ID Type / Status
Subject Institute of Business Administration (IBA Karachi) E376016 entity
Predicate historicalCollaboration P106491 FINISHED
Object Wharton School of the University of Pennsylvania E63058 NE FINISHED

How this triple was built (3 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 School of the University of Pennsylvania | Statement: [Institute of Business Administration (IBA Karachi), historicalCollaboration, Wharton School of the University of Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wharton School of the University of Pennsylvania
Context triple: [Institute of Business Administration (IBA Karachi), historicalCollaboration, 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. 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.
  • C. 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.
  • D. NYU Stern School of Business
    NYU Stern School of Business is a leading business school in New York City known for its strong finance programs, research, and connections to Wall Street.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: historicalCollaboration
Context triple: [Institute of Business Administration (IBA Karachi), historicalCollaboration, Wharton School of the University of Pennsylvania]
  • A. cooperationAreasHistorically chosen
    Indicates that the entities have historically cooperated in specific domains or areas of activity.
  • B. historicalProject
    Indicates a relationship where an entity is or was involved in, associated with, or characterized by a project of historical significance or from a past period.
  • C. historicalAlignmentOf
    Indicates a relationship where entities share or are compared based on their positions, roles, or associations within a specific historical context or period.
  • D. historicallyLinked
    Indicates that two entities are connected through a shared or related historical event, period, or development.
  • E. historicallyGroupedWith
    Indicates that two or more entities have been associated or classified together in the past based on historical context, usage, or tradition, even if they are no longer grouped that way.
  • F. None of above.

Provenance (4 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed06b388190bfebb77fe70e7df1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4b693c81908fd324a5e92fc23c completed May 9, 2026, 4:22 p.m.
PD Predicate disambiguation batch_69deda890140819082608931e993dd61 completed April 15, 2026, 12:23 a.m.
Created at: April 10, 2026, 4:14 a.m.