Triple
T20780278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tasmina Ahmed-Sheikh |
E511458
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
SNP Trade and Investment spokesperson
The SNP Trade and Investment spokesperson is the Scottish National Party’s lead parliamentary figure responsible for shaping and promoting the party’s policies on international trade and investment.
|
E1450548
|
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: SNP Trade and Investment spokesperson | Statement: [Tasmina Ahmed-Sheikh, positionHeld, SNP Trade and Investment spokesperson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SNP Trade and Investment spokesperson Context triple: [Tasmina Ahmed-Sheikh, positionHeld, SNP Trade and Investment spokesperson]
-
A.
Liberal Democrat Spokesperson for Trade and Industry
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.
Shadow Secretary of State for International Trade
The Shadow Secretary of State for International Trade is a senior opposition frontbench role in UK politics responsible for scrutinising the government's international trade policy and proposing alternative approaches.
-
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.
United Kingdom Special Representative for International Trade and Investment
The United Kingdom Special Representative for International Trade and Investment was a diplomatic and trade promotion role focused on advancing British commercial interests and attracting foreign investment abroad.
-
E.
Secretary of State for Business and Trade
The Secretary of State for Business and Trade is a senior UK government minister responsible for national business policy, industrial strategy, and international trade.
- 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: SNP Trade and Investment spokesperson Triple: [Tasmina Ahmed-Sheikh, positionHeld, SNP Trade and Investment spokesperson]
Generated description
The SNP Trade and Investment spokesperson is the Scottish National Party’s lead parliamentary figure responsible for shaping and promoting the party’s policies on international trade and investment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SNP Trade and Investment spokesperson Target entity description: The SNP Trade and Investment spokesperson is the Scottish National Party’s lead parliamentary figure responsible for shaping and promoting the party’s policies on international trade and investment.
-
A.
Liberal Democrat Spokesperson for Trade and Industry
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.
Shadow Secretary of State for International Trade
The Shadow Secretary of State for International Trade is a senior opposition frontbench role in UK politics responsible for scrutinising the government's international trade policy and proposing alternative approaches.
-
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.
United Kingdom Special Representative for International Trade and Investment
The United Kingdom Special Representative for International Trade and Investment was a diplomatic and trade promotion role focused on advancing British commercial interests and attracting foreign investment abroad.
-
E.
Secretary of State for Business and Trade
The Secretary of State for Business and Trade is a senior UK government minister responsible for national business policy, industrial strategy, and international trade.
- 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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c26f99b88190a84a6889834e1e96 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08ef97b6fc819084beba382b05b813 |
completed | May 16, 2026, 10:28 p.m. |
| NEDg | Description generation | batch_6a08f32ecdd48190b38a9119f285a7e9 |
completed | May 16, 2026, 10:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08f3a54f508190a95a951dbb1efc68 |
completed | May 16, 2026, 10:45 p.m. |
Created at: April 16, 2026, 12:37 p.m.