Triple

T14543978
Position Surface form Disambiguated ID Type / Status
Subject Shadow Cabinet of Queensland E341241 entity
Predicate hasPosition P8 FINISHED
Object Shadow Minister for Energy
The Shadow Minister for Energy is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s energy policies and decisions.
E1105003 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 Energy | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Energy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Energy
Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Energy]
  • A. Minister for Energy
    The Minister for Energy is a senior Queensland government official responsible for overseeing the state’s energy policy, regulation, and industry development within the Cabinet of Queensland.
  • B. Shadow Secretary of State for Energy Security and Net Zero
    The Shadow Secretary of State for Energy Security and Net Zero is a senior opposition frontbench role in UK politics responsible for scrutinising government energy and climate policy and developing alternative plans to ensure secure, affordable, and low-carbon energy.
  • C. Cabinet Secretary for Net Zero and Energy
    The Cabinet Secretary for Net Zero and Energy is a senior Scottish Government minister responsible for leading national policy on climate change, decarbonisation, and the energy sector.
  • D. Minister of Energy and Natural Resources
    The Minister of Energy and Natural Resources is a senior Canadian Cabinet member responsible for federal policy and oversight related to energy development, natural resources management, and associated regulatory bodies.
  • E. Minister of Fuel and Power of the United Kingdom
    The Minister of Fuel and Power of the United Kingdom was a former cabinet-level government post responsible for overseeing the nation’s energy resources, including coal, gas, and electricity, particularly during and after the Second World War.
  • 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 Energy
Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Energy]
Generated description
The Shadow Minister for Energy is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s energy policies and decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Energy
Target entity description: The Shadow Minister for Energy is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s energy policies and decisions.
  • A. Minister for Energy
    The Minister for Energy is a senior Queensland government official responsible for overseeing the state’s energy policy, regulation, and industry development within the Cabinet of Queensland.
  • B. Shadow Secretary of State for Energy Security and Net Zero
    The Shadow Secretary of State for Energy Security and Net Zero is a senior opposition frontbench role in UK politics responsible for scrutinising government energy and climate policy and developing alternative plans to ensure secure, affordable, and low-carbon energy.
  • C. Cabinet Secretary for Net Zero and Energy
    The Cabinet Secretary for Net Zero and Energy is a senior Scottish Government minister responsible for leading national policy on climate change, decarbonisation, and the energy sector.
  • D. Minister of Energy and Natural Resources
    The Minister of Energy and Natural Resources is a senior Canadian Cabinet member responsible for federal policy and oversight related to energy development, natural resources management, and associated regulatory bodies.
  • E. Minister of Fuel and Power of the United Kingdom
    The Minister of Fuel and Power of the United Kingdom was a former cabinet-level government post responsible for overseeing the nation’s energy resources, including coal, gas, and electricity, particularly during and after the Second World War.
  • 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.