Triple
T14576049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nick Harvey |
E342052
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Liberal Democrat Spokesperson for Environment
The Liberal Democrat Spokesperson for Environment is a senior party role responsible for developing and promoting the Liberal Democrats’ environmental and climate policies in Parliament and public debate.
|
E1106077
|
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: Liberal Democrat Spokesperson for Environment | Statement: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberal Democrat Spokesperson for Environment Context triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Environment]
-
A.
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.
-
B.
Shadow Secretary of State for the Environment
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.
-
C.
Commissioner for Environment
The Commissioner for Environment is a senior European Union official responsible for developing and overseeing EU policies on environmental protection, climate action, and sustainable development.
-
D.
Assembly Secretary for Environment
The Assembly Secretary for Environment is a senior ministerial position in the Welsh Government responsible for environmental policy, sustainability, and related regulatory matters.
-
E.
Cabinet Secretary for Environment
The Cabinet Secretary for Environment is a senior Scottish Government minister responsible for environmental policy, including climate change, natural resources, and sustainability.
- 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: Liberal Democrat Spokesperson for Environment Triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Environment]
Generated description
The Liberal Democrat Spokesperson for Environment is a senior party role responsible for developing and promoting the Liberal Democrats’ environmental and climate policies in Parliament and public debate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberal Democrat Spokesperson for Environment Target entity description: The Liberal Democrat Spokesperson for Environment is a senior party role responsible for developing and promoting the Liberal Democrats’ environmental and climate policies in Parliament and public debate.
-
A.
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.
-
B.
Shadow Secretary of State for the Environment
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.
-
C.
Commissioner for Environment
The Commissioner for Environment is a senior European Union official responsible for developing and overseeing EU policies on environmental protection, climate action, and sustainable development.
-
D.
Assembly Secretary for Environment
The Assembly Secretary for Environment is a senior ministerial position in the Welsh Government responsible for environmental policy, sustainability, and related regulatory matters.
-
E.
Cabinet Secretary for Environment
The Cabinet Secretary for Environment is a senior Scottish Government minister responsible for environmental policy, including climate change, natural resources, and sustainability.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f5ec448190b2ef887fdf7b633e |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ace7da48190880a736ead5c4055 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bb3c1188190b158d30e9c962911 |
completed | May 8, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c6e7d448190835f87e27c998623 |
completed | May 8, 2026, 7:10 a.m. |
Created at: April 10, 2026, 1:24 a.m.