Triple
T581305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of the Scottish Government |
E15063
|
entity |
| Predicate | hasMemberRole |
P161
|
FINISHED |
| Object |
Cabinet Secretary for Transport or Infrastructure (title may vary over time)
The Cabinet Secretary for Transport or Infrastructure is a senior minister in the Scottish Government responsible for national transport policy and major infrastructure strategy and investment.
|
E72995
|
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: Cabinet Secretary for Transport or Infrastructure (title may vary over time) | Statement: [Cabinet of the Scottish Government, hasMemberRole, Cabinet Secretary for Transport or Infrastructure (title may vary over time)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cabinet Secretary for Transport or Infrastructure (title may vary over time) Context triple: [Cabinet of the Scottish Government, hasMemberRole, Cabinet Secretary for Transport or Infrastructure (title may vary over time)]
-
A.
Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
-
B.
Deputy Secretary of Transportation
The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
-
C.
United States Secretary of Transportation
The United States Secretary of Transportation is the head of the U.S. Department of Transportation, responsible for overseeing national transportation policy, infrastructure, and safety across air, land, and sea.
-
D.
Assistant Secretaries of Transportation
Assistant Secretaries of Transportation are senior U.S. Department of Transportation officials who oversee key policy, program, and administrative areas under the Secretary of Transportation.
-
E.
Minister of Transport of Japan
The Minister of Transport of Japan is the cabinet official responsible for overseeing the country’s transportation policy, infrastructure, and related regulatory affairs.
- 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: Cabinet Secretary for Transport or Infrastructure (title may vary over time) Triple: [Cabinet of the Scottish Government, hasMemberRole, Cabinet Secretary for Transport or Infrastructure (title may vary over time)]
Generated description
The Cabinet Secretary for Transport or Infrastructure is a senior minister in the Scottish Government responsible for national transport policy and major infrastructure strategy and investment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cabinet Secretary for Transport or Infrastructure (title may vary over time) Target entity description: The Cabinet Secretary for Transport or Infrastructure is a senior minister in the Scottish Government responsible for national transport policy and major infrastructure strategy and investment.
-
A.
Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
-
B.
Deputy Secretary of Transportation
The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
-
C.
United States Secretary of Transportation
The United States Secretary of Transportation is the head of the U.S. Department of Transportation, responsible for overseeing national transportation policy, infrastructure, and safety across air, land, and sea.
-
D.
Assistant Secretaries of Transportation
Assistant Secretaries of Transportation are senior U.S. Department of Transportation officials who oversee key policy, program, and administrative areas under the Secretary of Transportation.
-
E.
Minister of Transport of Japan
The Minister of Transport of Japan is the cabinet official responsible for overseeing the country’s transportation policy, infrastructure, and related regulatory affairs.
- 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b84899881909d5b2b4e67e22d9b |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a508a025308190ac35a5e3606de4de |
completed | March 2, 2026, 3:48 a.m. |
| NEDg | Description generation | batch_69a5090f5450819098324292a444fd94 |
completed | March 2, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a509facafc819089838e0724656ea0 |
completed | March 2, 2026, 3:54 a.m. |
Created at: March 1, 2026, 7:33 p.m.