Triple
T4391472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet (United Kingdom) |
E99371
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
Shadow Education Secretary
The Shadow Education Secretary is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
|
E435251
|
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 Education Secretary | Statement: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Education Secretary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Education Secretary Context triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Education Secretary]
-
A.
Cabinet Secretary for Education
The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
-
B.
Secretary of State for Education
The Secretary of State for Education is the UK government cabinet minister responsible for overseeing the education system and children’s services in England.
-
C.
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.
-
D.
Minister of Education
The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
-
E.
Minister for Education
The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
- 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 Education Secretary Triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Education Secretary]
Generated description
The Shadow Education Secretary is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Education Secretary Target entity description: The Shadow Education Secretary is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
-
A.
Cabinet Secretary for Education
The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
-
B.
Secretary of State for Education
The Secretary of State for Education is the UK government cabinet minister responsible for overseeing the education system and children’s services in England.
-
C.
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.
-
D.
Minister of Education
The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
-
E.
Minister for Education
The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352843d7c8190929b94c94eaa63df |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e530428881908d125971263bd747 |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e629115881908436a81b5774ac24 |
completed | March 14, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e68c960c8190a946574120a50047 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:19 p.m.