Triple

T6026518
Position Surface form Disambiguated ID Type / Status
Subject Manhattan College E134194 entity
Predicate hasAcademicUnit P1488 FINISHED
Object O’Malley School of Business
O’Malley School of Business is the business school of Manhattan College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
 E565721 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: O’Malley School of Business | Statement: [Manhattan College, hasAcademicUnit, O’Malley School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: O’Malley School of Business
Context triple: [Manhattan College, hasAcademicUnit, O’Malley School of Business]
  • A. Rowe School of Business
    Rowe School of Business is the business faculty of Dalhousie University in Halifax, Nova Scotia, offering undergraduate and graduate programs in business and management.
  • B. Goodman School of Business
    The Goodman School of Business is the business faculty of Brock University in Ontario, Canada, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. 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.
  • D. Madden School of Business
    The Madden School of Business is the business education division of Le Moyne College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • 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: O’Malley School of Business
Triple: [Manhattan College, hasAcademicUnit, O’Malley School of Business]
Generated description
O’Malley School of Business is the business school of Manhattan College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: O’Malley School of Business
Target entity description: O’Malley School of Business is the business school of Manhattan College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • A. Rowe School of Business
    Rowe School of Business is the business faculty of Dalhousie University in Halifax, Nova Scotia, offering undergraduate and graduate programs in business and management.
  • B. Goodman School of Business
    The Goodman School of Business is the business faculty of Brock University in Ontario, Canada, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. 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.
  • D. Madden School of Business
    The Madden School of Business is the business education division of Le Moyne College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • 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_69c0087515148190a97475d412563865 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0560cdc308190b25ca8ecb42c4e4f completed March 22, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cefa21081909defda4da9278116 completed March 23, 2026, 10:58 a.m.
NEDg Description generation batch_69c11d91ddec819088e0c3988a4ba5b4 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e2da4408190a0b32a2712cb77df completed March 23, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:07 p.m.