Triple

T987272
Position Surface form Disambiguated ID Type / Status
Subject Heriot-Watt University E21306 entity
Predicate hasFaculty P141 FINISHED
Object Edinburgh Business School
Edinburgh Business School is the graduate business school of Heriot-Watt University, known for its international MBA and distance-learning management programs.
 E21306 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: Edinburgh Business School | Statement: [Heriot-Watt University, hasFaculty, Edinburgh Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edinburgh Business School
Context triple: [Heriot-Watt University, hasFaculty, Edinburgh Business School]
  • A. University of Edinburgh Business School
    The University of Edinburgh Business School is a leading UK business school offering internationally accredited undergraduate, postgraduate, and executive education programs with a strong focus on research and global business.
  • B. Stirling Management School
    Stirling Management School is the business and management faculty of the University of Stirling, offering undergraduate, postgraduate, and research programs in areas such as business, finance, and marketing.
  • C. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • D. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • E. Heriot-Watt University
    Heriot-Watt University is a Scottish research university known for its strong focus on science, engineering, business, and design, with a significant international presence through multiple global campuses.
  • 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: Edinburgh Business School
Triple: [Heriot-Watt University, hasFaculty, Edinburgh Business School]
Generated description
Edinburgh Business School is the graduate business school of Heriot-Watt University, known for its international MBA and distance-learning management programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edinburgh Business School
Target entity description: Edinburgh Business School is the graduate business school of Heriot-Watt University, known for its international MBA and distance-learning management programs.
  • A. University of Edinburgh Business School
    The University of Edinburgh Business School is a leading UK business school offering internationally accredited undergraduate, postgraduate, and executive education programs with a strong focus on research and global business.
  • B. Stirling Management School
    Stirling Management School is the business and management faculty of the University of Stirling, offering undergraduate, postgraduate, and research programs in areas such as business, finance, and marketing.
  • C. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • D. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • E. Heriot-Watt University chosen
    Heriot-Watt University is a Scottish research university known for its strong focus on science, engineering, business, and design, with a significant international presence through multiple global campuses.
  • F. None of above.

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_69a493c383dc8190a03257f22d4b4183 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4a7754c8190a10ba0587bd8323d completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1ce5c0d48190ab023cec30b2c25a completed March 7, 2026, 12:41 p.m.
NEDg Description generation batch_69ac20a7f47c8190b765cde3c6fbe1f8 completed March 7, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac21640a8c8190820a1b34a7d5c895 completed March 7, 2026, 1 p.m.
Created at: March 1, 2026, 7:41 p.m.