Triple
T14459536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish Government taxation strategy |
E358544
|
entity |
| Predicate | implementedThrough |
P1417
|
FINISHED |
| Object | Scottish Budget process |
E358547
|
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: Scottish Budget process | Statement: [Scottish Government taxation strategy, implementedThrough, Scottish Budget process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish Budget process Context triple: [Scottish Government taxation strategy, implementedThrough, Scottish Budget process]
-
A.
Scottish devolution
Scottish devolution is the process by which political power and legislative authority were transferred from the UK Parliament to Scotland, leading to the establishment and evolution of the Scottish Parliament and government.
-
B.
Scottish Fiscal Commission
chosen
The Scottish Fiscal Commission is an independent public body that provides official forecasts and analysis of Scotland’s public finances to inform the Scottish Government’s budget and fiscal policy.
-
C.
Acts of the Scottish Parliament
Acts of the Scottish Parliament are laws passed by Scotland’s devolved legislature, covering areas such as education, health, and justice within Scotland.
-
D.
Scottish Government taxation strategy
The Scottish Government taxation strategy is the overarching policy framework that sets out how Scotland designs, implements, and manages its devolved tax system to fund public services and support economic and social objectives.
-
E.
PO of the Scottish Parliament
The Presiding Officer of the Scottish Parliament is the impartial chair and principal representative of the Parliament, responsible for overseeing its proceedings and ensuring its rules are followed.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91aabebc819097eb61b2d81c9a91 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd64935d8081908e5b0e80027948e0 |
completed | May 8, 2026, 4:20 a.m. |
Created at: April 10, 2026, 1:19 a.m.