Triple
T14543973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Education
The Shadow Minister for Education is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s education policies and administration.
|
E1105731
|
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 Education | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Education Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Education]
-
A.
Shadow Secretary of State for Education
The Shadow Secretary of State for Education is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
-
B.
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.
-
C.
Cabinet Secretary for Education
The Cabinet Secretary for Education is the senior Welsh Government minister responsible for overseeing education policy, schools, and lifelong learning in Wales.
-
D.
Minister for Education
The Minister for Education is a senior Queensland government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy.
-
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 Minister for Education Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Education]
Generated description
The Shadow Minister for Education is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s education policies and administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Education Target entity description: The Shadow Minister for Education is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s education policies and administration.
-
A.
Shadow Secretary of State for Education
The Shadow Secretary of State for Education is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
-
B.
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.
-
C.
Cabinet Secretary for Education
The Cabinet Secretary for Education is the senior Welsh Government minister responsible for overseeing education policy, schools, and lifelong learning in Wales.
-
D.
Minister for Education
The Minister for Education is a senior Queensland government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy.
-
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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb1bfc2b48190adb0897682c26a9a |
completed | April 14, 2026, 9:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab5d50881908f53f8b7539c6fde |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bf77e08819080d7df36e4897b61 |
completed | May 8, 2026, 7:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c8859b08190857db55e36f2a11a |
completed | May 8, 2026, 7:11 a.m. |
Created at: April 10, 2026, 1:22 a.m.