Triple
T18179945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Secretary of State for Transport |
E435254
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Shadow Secretary of State for Environment, Food and Rural Affairs |
—
|
NE NERFINISHED |
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: Shadow Secretary of State for Environment, Food and Rural Affairs | Statement: [Shadow Secretary of State for Transport, worksWith, Shadow Secretary of State for Environment, Food and Rural Affairs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Environment, Food and Rural Affairs Context triple: [Shadow Secretary of State for Transport, worksWith, Shadow Secretary of State for Environment, Food and Rural Affairs]
-
A.
Shadow Secretary of State for the Environment
chosen
The Shadow Secretary of State for the Environment is a senior opposition politician in the United Kingdom responsible for scrutinising and challenging the government’s environmental policies and proposing alternative approaches.
-
B.
Secretary of State for Environment, Food and Rural Affairs
The Secretary of State for Environment, Food and Rural Affairs is the UK government cabinet minister responsible for national policy on environmental protection, agriculture, food, and rural communities.
-
C.
Shadow Minister for Environment
The Shadow Minister for Environment is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s environmental policies and legislation.
-
D.
Shadow Minister for Agriculture
The Shadow Minister for Agriculture is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s agricultural policies and legislation.
-
E.
Shadow Secretary of State for Levelling Up, Housing and Communities
The Shadow Secretary of State for Levelling Up, Housing and Communities is the UK opposition frontbench politician responsible for scrutinising and proposing alternatives to the government’s policies on regional development, housing, and local government.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dff9aad081909cc7eed2b64828f2 |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.