Triple

T14543980
Position Surface form Disambiguated ID Type / Status
Subject Shadow Cabinet of Queensland E341241 entity
Predicate hasPosition P8 FINISHED
Object Shadow Minister for Agriculture
The Shadow Minister for Agriculture is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s agricultural policies and legislation.
E1105005 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 Agriculture | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Agriculture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Agriculture
Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Agriculture]
  • A. Minister for Agriculture
    The Minister for Agriculture is a senior Queensland government official responsible for overseeing agricultural policy, rural industries, and related natural resource management within the state.
  • B. Minister for Environment, Food and Agriculture
    The Minister for Environment, Food and Agriculture is the Isle of Man government official responsible for overseeing environmental protection, agricultural policy, and food-related regulation on the island.
  • C. Minister of Rural Economic Development
    The Minister of Rural Economic Development is a Canadian federal cabinet position responsible for promoting economic growth, infrastructure, and quality of life in rural and remote communities across Canada.
  • D. Parliamentary Secretary to the Ministry of Agriculture, Fisheries and Food
    The Parliamentary Secretary to the Ministry of Agriculture, Fisheries and Food was a junior UK government ministerial post supporting the cabinet-level minister responsible for national agricultural, fisheries, and food policy.
  • E. Commissioner of Agriculture
    The Commissioner of Agriculture is a senior government official responsible for overseeing agricultural policy, regulation, and promotion within a jurisdiction.
  • 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 Agriculture
Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Agriculture]
Generated description
The Shadow Minister for Agriculture is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s agricultural policies and legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Agriculture
Target entity description: The Shadow Minister for Agriculture is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s agricultural policies and legislation.
  • A. Minister for Agriculture
    The Minister for Agriculture is a senior Queensland government official responsible for overseeing agricultural policy, rural industries, and related natural resource management within the state.
  • B. Minister for Environment, Food and Agriculture
    The Minister for Environment, Food and Agriculture is the Isle of Man government official responsible for overseeing environmental protection, agricultural policy, and food-related regulation on the island.
  • C. Minister of Rural Economic Development
    The Minister of Rural Economic Development is a Canadian federal cabinet position responsible for promoting economic growth, infrastructure, and quality of life in rural and remote communities across Canada.
  • D. Parliamentary Secretary to the Ministry of Agriculture, Fisheries and Food
    The Parliamentary Secretary to the Ministry of Agriculture, Fisheries and Food was a junior UK government ministerial post supporting the cabinet-level minister responsible for national agricultural, fisheries, and food policy.
  • E. Commissioner of Agriculture
    The Commissioner of Agriculture is a senior government official responsible for overseeing agricultural policy, regulation, and promotion within a jurisdiction.
  • 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.