Triple
T20169493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sir Malcolm Bruce |
E491919
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Liberal Democrat Trade and Industry Spokesman |
—
|
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: Liberal Democrat Trade and Industry Spokesman | Statement: [Sir Malcolm Bruce, positionHeld, Liberal Democrat Trade and Industry Spokesman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberal Democrat Trade and Industry Spokesman Context triple: [Sir Malcolm Bruce, positionHeld, Liberal Democrat Trade and Industry Spokesman]
-
A.
Liberal Democrat Spokesperson for Trade and Industry
chosen
The Liberal Democrat Spokesperson for Trade and Industry is a senior frontbench role in the UK Liberal Democrats responsible for developing and articulating the party’s policies on business, trade, and industrial affairs.
-
B.
Liberal Democrat Spokesperson for Treasury
The Liberal Democrat Spokesperson for Treasury is the party’s lead figure responsible for developing and presenting its policies on economic, fiscal, and financial matters in the UK.
-
C.
Secretary of State for Industry, Trade and Regional Development
The Secretary of State for Industry, Trade and Regional Development was a senior UK government cabinet post responsible for overseeing national industrial policy, trade affairs, and regional economic development.
-
D.
Liberal Democrat Spokesperson for Health
The Liberal Democrat Spokesperson for Health is the party’s lead parliamentary figure responsible for developing and promoting its health and NHS policies.
-
E.
Secretary of State for Trade and Industry
The Secretary of State for Trade and Industry was a senior UK government cabinet position responsible for national policy on business, trade, industry, and consumer affairs.
- 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_69da6266c6888190bc1a3ecf24814d34 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e66846f4ec81908b0dc6a6e0ec27dd |
completed | April 20, 2026, 5:54 p.m. |
Created at: April 11, 2026, 11:35 p.m.