Triple

T14020464
Position Surface form Disambiguated ID Type / Status
Subject Brooklyn College E337315 entity
Predicate hasAcademicDivision P50 FINISHED
Object Koppelman School of Business
Koppelman School of Business is the business school of Brooklyn College, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
E1076359 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: Koppelman School of Business | Statement: [Brooklyn College, hasAcademicDivision, Koppelman School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Koppelman School of Business
Context triple: [Brooklyn College, hasAcademicDivision, Koppelman School of Business]
  • A. Arison School of Business
    Arison School of Business is the business school of Reichman University in Israel, offering academic programs and research in management and related fields.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Schroeder School of Business
    Schroeder School of Business is the business school of the University of Evansville, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • D. 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.
  • E. Spears School of Business
    Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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: Koppelman School of Business
Triple: [Brooklyn College, hasAcademicDivision, Koppelman School of Business]
Generated description
Koppelman School of Business is the business school of Brooklyn College, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Koppelman School of Business
Target entity description: Koppelman School of Business is the business school of Brooklyn College, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
  • A. Arison School of Business
    Arison School of Business is the business school of Reichman University in Israel, offering academic programs and research in management and related fields.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Schroeder School of Business
    Schroeder School of Business is the business school of the University of Evansville, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • D. 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.
  • E. Spears School of Business
    Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f3c7cd88190b236382058581740 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc32f78dc8190bd357d179cbaa5bc completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc43c344c08190b5afa023f5009cb4 completed May 7, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fc444630408190b368611373265973 completed May 7, 2026, 7:50 a.m.
Created at: April 9, 2026, 10:19 p.m.