Triple
T14543994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Emergency Services
The Shadow Minister for Emergency Services is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s emergency services policies and administration.
|
E1105014
|
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 Emergency Services | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Emergency Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Emergency Services Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Emergency Services]
-
A.
Deputy Home Secretary
The Deputy Home Secretary is a senior UK government ministerial role within the Home Office, typically responsible for assisting the Home Secretary in overseeing domestic security, immigration, and law and order policy.
-
B.
Minister of State for Disaster Management
The Minister of State for Disaster Management is a Japanese government cabinet position responsible for overseeing national policies and coordination related to disaster prevention, preparedness, response, and recovery.
-
C.
Minister of State for Security
The Minister of State for Security is a UK government ministerial role within the Home Office responsible for national security, counter-terrorism, and related security policy.
-
D.
Minister of Public Safety
The Minister of Public Safety is the Canadian federal cabinet member responsible for overseeing national security, law enforcement, and emergency management agencies.
-
E.
Minister for Police
The Minister for Police is a senior Queensland government official responsible for overseeing the state’s police service, law enforcement policy, and public safety initiatives.
- 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 Emergency Services Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Emergency Services]
Generated description
The Shadow Minister for Emergency Services is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s emergency services policies and administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Emergency Services Target entity description: The Shadow Minister for Emergency Services is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s emergency services policies and administration.
-
A.
Deputy Home Secretary
The Deputy Home Secretary is a senior UK government ministerial role within the Home Office, typically responsible for assisting the Home Secretary in overseeing domestic security, immigration, and law and order policy.
-
B.
Minister of State for Disaster Management
The Minister of State for Disaster Management is a Japanese government cabinet position responsible for overseeing national policies and coordination related to disaster prevention, preparedness, response, and recovery.
-
C.
Minister of State for Security
The Minister of State for Security is a UK government ministerial role within the Home Office responsible for national security, counter-terrorism, and related security policy.
-
D.
Minister of Public Safety
The Minister of Public Safety is the Canadian federal cabinet member responsible for overseeing national security, law enforcement, and emergency management agencies.
-
E.
Minister for Police
The Minister for Police is a senior Queensland government official responsible for overseeing the state’s police service, law enforcement policy, and public safety initiatives.
- 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.