Triple
T4391475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet (United Kingdom) |
E99371
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
Shadow Secretary of State for Transport
The Shadow Secretary of State for Transport is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s transport policies and proposing alternative approaches.
|
E435254
|
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: Shadow Secretary of State for Transport | Statement: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Transport Context triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for Transport]
-
A.
Parliamentary Under-Secretary of State for Transport
The Parliamentary Under-Secretary of State for Transport is a junior ministerial role in the UK government responsible for supporting senior transport ministers in developing and implementing national transport policy.
-
B.
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.
-
C.
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.
-
D.
Cabinet Secretary for Infrastructure, Investment and Cities
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
E.
Secretary of State for Levelling Up, Housing and Communities
The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
- 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: Shadow Secretary of State for Transport Triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for Transport]
Generated description
The Shadow Secretary of State for Transport is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s transport policies and proposing alternative approaches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Transport Target entity description: The Shadow Secretary of State for Transport is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s transport policies and proposing alternative approaches.
-
A.
Parliamentary Under-Secretary of State for Transport
The Parliamentary Under-Secretary of State for Transport is a junior ministerial role in the UK government responsible for supporting senior transport ministers in developing and implementing national transport policy.
-
B.
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.
-
C.
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.
-
D.
Cabinet Secretary for Infrastructure, Investment and Cities
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
E.
Secretary of State for Levelling Up, Housing and Communities
The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352843d7c8190929b94c94eaa63df |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e530428881908d125971263bd747 |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e629115881908436a81b5774ac24 |
completed | March 14, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e68c960c8190a946574120a50047 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:19 p.m.