Triple

T3299757
Position Surface form Disambiguated ID Type / Status
Subject Bond University E69299 entity
Predicate hasFaculty P141 FINISHED
Object Bond Business School
Bond Business School is the business faculty of Bond University in Australia, offering undergraduate and postgraduate programs in areas such as finance, management, marketing, and entrepreneurship.
 E346371 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: Bond Business School | Statement: [Bond University, hasFaculty, Bond Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bond Business School
Context triple: [Bond University, hasFaculty, Bond Business School]
  • A. Henley Business School
    Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
  • B. Imperial College Business School
    Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
  • C. Lee Business School
    Lee Business School is the business school of the University of Nevada, Las Vegas, offering undergraduate and graduate programs in business and related fields.
  • D. Warwick Business School
    Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
  • E. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • 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: Bond Business School
Triple: [Bond University, hasFaculty, Bond Business School]
Generated description
Bond Business School is the business faculty of Bond University in Australia, offering undergraduate and postgraduate programs in areas such as finance, management, marketing, and entrepreneurship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bond Business School
Target entity description: Bond Business School is the business faculty of Bond University in Australia, offering undergraduate and postgraduate programs in areas such as finance, management, marketing, and entrepreneurship.
  • A. Henley Business School
    Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
  • B. Imperial College Business School
    Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
  • C. Lee Business School
    Lee Business School is the business school of the University of Nevada, Las Vegas, offering undergraduate and graduate programs in business and related fields.
  • D. Warwick Business School
    Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
  • E. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0a66fcc819093931fe7a6507723 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3db14ac819083182f56c60b61b2 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2fa0ed27c8190a32c153b44b7b2dd completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b312b273b48190a949e61b87722084 completed March 12, 2026, 7:23 p.m.
Created at: March 8, 2026, 3:11 p.m.