Triple

T4819555
Position Surface form Disambiguated ID Type / Status
Subject Northern Kentucky University E107674 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Haile College of Business
Haile College of Business is the business school of Northern Kentucky University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
 E471944 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: Haile College of Business | Statement: [Northern Kentucky University, hasAcademicUnit, Haile College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Haile College of Business
Context triple: [Northern Kentucky University, hasAcademicUnit, Haile College of Business]
  • A. Collins College of Business
    Collins College of Business is the business school of the University of Tulsa, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. McDonough School of Business
    McDonough School of Business is the business school of Georgetown University, known for its globally focused undergraduate, MBA, and executive education programs in Washington, D.C.
  • C. Scheller College of Business
    Scheller College of Business is the business school of the Georgia Institute of Technology, known for integrating business education with technology and innovation.
  • D. Robinson College of Business
    Robinson College of Business is the business school of Georgia State University, known for its programs in business, management, and related fields.
  • E. A. B. Freeman School of Business
    The A. B. Freeman School of Business is the business school of Tulane University, offering undergraduate, graduate, and executive programs in business and 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: Haile College of Business
Triple: [Northern Kentucky University, hasAcademicUnit, Haile College of Business]
Generated description
Haile College of Business is the business school of Northern Kentucky University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Haile College of Business
Target entity description: Haile College of Business is the business school of Northern Kentucky University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • A. Collins College of Business
    Collins College of Business is the business school of the University of Tulsa, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. McDonough School of Business
    McDonough School of Business is the business school of Georgetown University, known for its globally focused undergraduate, MBA, and executive education programs in Washington, D.C.
  • C. Scheller College of Business
    Scheller College of Business is the business school of the Georgia Institute of Technology, known for integrating business education with technology and innovation.
  • D. Robinson College of Business
    Robinson College of Business is the business school of Georgia State University, known for its programs in business, management, and related fields.
  • E. A. B. Freeman School of Business
    The A. B. Freeman School of Business is the business school of Tulane University, offering undergraduate, graduate, and executive programs in business and 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c96f4dc81909e3186159b5c75ab completed March 20, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dbbfe588190bae0aca210bea2bc completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4f6ceb60819080dc1ee93950a7f0 completed March 21, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69be4fbc83188190af2c9767aa9272a7 completed March 21, 2026, 7:58 a.m.
Created at: March 20, 2026, 1:24 p.m.