Triple
T15039763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iain M. Banks |
E378569
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Stirling |
E20478
|
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: University of Stirling | Statement: [Iain M. Banks, educatedAt, University of Stirling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Stirling Context triple: [Iain M. Banks, educatedAt, University of Stirling]
-
A.
University of Stirling
chosen
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.
-
B.
University of Aberdeen
The University of Aberdeen is a historic public research university in northeast Scotland, known for its strong programs in energy, medicine, and the humanities.
-
C.
University of Glasgow
The University of Glasgow is a historic and prestigious Scottish research university, founded in 1451 and renowned for its contributions to science, medicine, and the humanities.
-
D.
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.
-
E.
University of Edinburgh
The University of Edinburgh is a leading public research university in Scotland, renowned for its historic campus, influential scholarship, and global academic reputation.
- 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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82e79a481908ddb9609af8c4407 |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9de1c3a48190a9b3959a95627175 |
completed | May 9, 2026, 2:37 a.m. |
Created at: April 10, 2026, 3 a.m.