Triple
T10488359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irvine Welsh |
E247348
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Heriot-Watt University |
E21306
|
NE FINISHED |
How this triple was built (2 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: Heriot-Watt University | Statement: [Irvine Welsh, educatedAt, Heriot-Watt University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heriot-Watt University Context triple: [Irvine Welsh, educatedAt, Heriot-Watt University]
-
A.
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.
-
B.
University of Strathclyde
The University of Strathclyde is a public research university in Glasgow, Scotland, known for its strong engineering, science, business, and technology programs and its focus on industry collaboration.
-
C.
Robert Gordon University
Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
-
D.
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.
-
E.
University of Stirling
The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5096b609c81909e23fd8fb6426f4a |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dc9792308190b09d6aaed63dd418 |
completed | April 10, 2026, 11:18 a.m. |
Created at: April 6, 2026, 12:23 p.m.