Triple
T1034558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edinburgh Napier University |
E22330
|
entity |
| Predicate | hasFormerName |
P65
|
FINISHED |
| Object |
Napier College of Commerce and Technology
Napier College of Commerce and Technology was a former further and higher education institution in Edinburgh that evolved into what is now Edinburgh Napier University.
|
E120077
|
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: Napier College of Commerce and Technology | Statement: [Edinburgh Napier University, hasFormerName, Napier College of Commerce and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Napier College of Commerce and Technology Context triple: [Edinburgh Napier University, hasFormerName, Napier College of Commerce and Technology]
-
A.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
B.
Nova Scotia Community College
Nova Scotia Community College is a public post-secondary institution in Nova Scotia, Canada, offering career-focused diploma, certificate, and trades programs across multiple campuses, including in Halifax.
-
C.
Innis College
Innis College is one of the smaller undergraduate colleges at the University of Toronto, known for its close-knit community and strong programs in cinema studies and urban studies.
-
D.
Strathmore University
Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
-
E.
Manchester College of Commerce
Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
- 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: Napier College of Commerce and Technology Triple: [Edinburgh Napier University, hasFormerName, Napier College of Commerce and Technology]
Generated description
Napier College of Commerce and Technology was a former further and higher education institution in Edinburgh that evolved into what is now Edinburgh Napier University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Napier College of Commerce and Technology Target entity description: Napier College of Commerce and Technology was a former further and higher education institution in Edinburgh that evolved into what is now Edinburgh Napier University.
-
A.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
B.
Nova Scotia Community College
Nova Scotia Community College is a public post-secondary institution in Nova Scotia, Canada, offering career-focused diploma, certificate, and trades programs across multiple campuses, including in Halifax.
-
C.
Innis College
Innis College is one of the smaller undergraduate colleges at the University of Toronto, known for its close-knit community and strong programs in cinema studies and urban studies.
-
D.
Strathmore University
Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
-
E.
Manchester College of Commerce
Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
- 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b814c16c8190ac4d20feecdadbae |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc15a6c81909a71bf17b5cd4019 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c7d16748190a95aaffd04a867b3 |
completed | March 7, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3ce827b88190a5de06c695ad4ecb |
completed | March 7, 2026, 2:57 p.m. |
Created at: March 1, 2026, 7:41 p.m.