Triple
T14543991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Innovation
The Shadow Minister for Innovation is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on innovation, technology, and related economic development.
|
E1105012
|
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 Innovation | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Innovation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Innovation Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Innovation]
-
A.
Minister of Innovation, Science and Industry
The Minister of Innovation, Science and Industry is a Canadian Cabinet position responsible for federal policy and programs related to economic development, technological innovation, scientific research, and industrial strategy.
-
B.
Shadow Minister for Digital Government
The Shadow Minister for Digital Government is a UK opposition frontbench role responsible for scrutinising and proposing alternatives to the government’s policies on digital services, data, and technology in the public sector.
-
C.
Shadow Secretary of State for Business, Innovation and Skills
The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
-
D.
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.
-
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 Innovation Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Innovation]
Generated description
The Shadow Minister for Innovation is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on innovation, technology, and related economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Innovation Target entity description: The Shadow Minister for Innovation is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on innovation, technology, and related economic development.
-
A.
Minister of Innovation, Science and Industry
The Minister of Innovation, Science and Industry is a Canadian Cabinet position responsible for federal policy and programs related to economic development, technological innovation, scientific research, and industrial strategy.
-
B.
Shadow Minister for Digital Government
The Shadow Minister for Digital Government is a UK opposition frontbench role responsible for scrutinising and proposing alternatives to the government’s policies on digital services, data, and technology in the public sector.
-
C.
Shadow Secretary of State for Business, Innovation and Skills
The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
-
D.
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.
-
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_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_69fd7a60f2f88190b08fdf0a3095d0a7 |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7d80d358819095661dac316ff69f |
completed | May 8, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7e0a30188190942ff45e0f865490 |
completed | May 8, 2026, 6:09 a.m. |
Created at: April 10, 2026, 1:22 a.m.