Triple
T3459813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet Secretary for Transport or Infrastructure |
E72995
|
entity |
| Predicate | positionHeldInThePastAs |
P42708
|
FINISHED |
| Object | Cabinet Secretary for Net Zero, Energy and Transport |
E361326
|
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: Cabinet Secretary for Net Zero, Energy and Transport | Statement: [Cabinet Secretary for Transport or Infrastructure, positionHeldInThePastAs, Cabinet Secretary for Net Zero, Energy and Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cabinet Secretary for Net Zero, Energy and Transport Context triple: [Cabinet Secretary for Transport or Infrastructure, positionHeldInThePastAs, Cabinet Secretary for Net Zero, Energy and Transport]
-
A.
Cabinet Secretary for Net Zero and Energy
chosen
The Cabinet Secretary for Net Zero and Energy is a senior Scottish Government minister responsible for leading national policy on climate change, decarbonisation, and the energy sector.
-
B.
Secretary of State for Energy Security and Net Zero
The Secretary of State for Energy Security and Net Zero is the UK government cabinet minister responsible for national energy policy, energy security, and leading the country’s transition to net-zero greenhouse gas emissions.
-
C.
Shadow Secretary of State for Energy Security and Net Zero
The Shadow Secretary of State for Energy Security and Net Zero is a senior opposition frontbench role in UK politics responsible for scrutinising government energy and climate policy and developing alternative plans to ensure secure, affordable, and low-carbon energy.
-
D.
Cabinet Secretary for Net Zero or Environment (title may vary over time)
The Cabinet Secretary for Net Zero or Environment is a senior Scottish Government minister responsible for leading national policy on climate change, environmental protection, and the transition to a low‑carbon economy.
-
E.
Department for Energy Security and Net Zero
The Department for Energy Security and Net Zero is a UK government ministry responsible for energy policy, ensuring secure and affordable energy supplies, and leading the country’s transition to net zero greenhouse gas emissions.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbae5ff848190880fa416a123bc4a |
completed | March 8, 2026, 6:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373aaff688190b9f12a7042055a1c |
completed | March 13, 2026, 2:17 a.m. |
Created at: March 8, 2026, 3:17 p.m.