Triple
T10051180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liam Byrne |
E207750
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Shadow Minister for Universities, Science and Skills
The Shadow Minister for Universities, Science and Skills is a UK opposition frontbench role responsible for scrutinising and proposing alternative policies on higher education, scientific research, and skills development.
|
E837802
|
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: Shadow Minister for Universities, Science and Skills | Statement: [Liam Byrne, positionHeld, Shadow Minister for Universities, Science and Skills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Universities, Science and Skills Context triple: [Liam Byrne, positionHeld, Shadow Minister for Universities, Science and Skills]
-
A.
Minister of State for Universities, Science, Research and Innovation
The Minister of State for Universities, Science, Research and Innovation is a UK government ministerial role responsible for higher education policy, scientific research, and innovation strategy.
-
B.
Secretary of State for Education and Science
The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
-
C.
Secretary of State for Science, Innovation and Technology
The Secretary of State for Science, Innovation and Technology is the UK government minister responsible for national policy on scientific research, technological development, and innovation strategy.
-
D.
Parliamentary Under-Secretary of State for Science, Research and Innovation
The Parliamentary Under-Secretary of State for Science, Research and Innovation is a junior UK government minister responsible for overseeing national policy and programmes in scientific research, innovation, and related technological development.
-
E.
Secretary of State for Business, Innovation and Skills
The Secretary of State for Business, Innovation and Skills was a senior UK government cabinet position responsible for overseeing business regulation, industrial strategy, higher education, and science and innovation policy.
- 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: Shadow Minister for Universities, Science and Skills Triple: [Liam Byrne, positionHeld, Shadow Minister for Universities, Science and Skills]
Generated description
The Shadow Minister for Universities, Science and Skills is a UK opposition frontbench role responsible for scrutinising and proposing alternative policies on higher education, scientific research, and skills development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Universities, Science and Skills Target entity description: The Shadow Minister for Universities, Science and Skills is a UK opposition frontbench role responsible for scrutinising and proposing alternative policies on higher education, scientific research, and skills development.
-
A.
Minister of State for Universities, Science, Research and Innovation
The Minister of State for Universities, Science, Research and Innovation is a UK government ministerial role responsible for higher education policy, scientific research, and innovation strategy.
-
B.
Secretary of State for Education and Science
The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
-
C.
Secretary of State for Science, Innovation and Technology
The Secretary of State for Science, Innovation and Technology is the UK government minister responsible for national policy on scientific research, technological development, and innovation strategy.
-
D.
Parliamentary Under-Secretary of State for Science, Research and Innovation
The Parliamentary Under-Secretary of State for Science, Research and Innovation is a junior UK government minister responsible for overseeing national policy and programmes in scientific research, innovation, and related technological development.
-
E.
Secretary of State for Business, Innovation and Skills
The Secretary of State for Business, Innovation and Skills was a senior UK government cabinet position responsible for overseeing business regulation, industrial strategy, higher education, and science and innovation policy.
- 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_69ca835ad0608190b7c80b292da004f5 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcf8fb23c8190b48b30cb2368dc1f |
completed | April 2, 2026, 2:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2829e24488190be65cff760850b9e |
completed | April 5, 2026, 3:41 p.m. |
| NEDg | Description generation | batch_69d28391f8fc8190964cdccaf5625617 |
completed | April 5, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d284604dc88190b452ee847d3390dd |
completed | April 5, 2026, 3:48 p.m. |
Created at: March 30, 2026, 8:56 p.m.