Triple
T14459483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scotland Route (Network Rail) |
E358543
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Scottish Government (transport policy and funding) |
E27560
|
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 Government (transport policy and funding) | Statement: [Scotland Route (Network Rail), worksWith, Scottish Government (transport policy and funding)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish Government (transport policy and funding) Context triple: [Scotland Route (Network Rail), worksWith, Scottish Government (transport policy and funding)]
-
A.
National Transport Strategy for Scotland
The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
-
B.
Strathclyde Partnership for Transport
Strathclyde Partnership for Transport is the regional public transport authority for the Strathclyde area of Scotland, responsible for planning, coordinating, and operating key transport services including Glasgow’s subway system.
-
C.
Infrastructure Investment Plan for Scotland
The Infrastructure Investment Plan for Scotland is a long-term strategic framework that sets out the Scottish Government’s priorities and planned spending on national infrastructure, including transport, to support economic growth, sustainability, and public services.
-
D.
Transport Scotland
chosen
Transport Scotland is the national transport agency of the Scottish Government responsible for planning, funding, and managing Scotland’s trunk roads, rail, ferries, and other key transport infrastructure.
-
E.
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.
- 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.