Triple

T14278640
Position Surface form Disambiguated ID Type / Status
Subject Queensland state forests estate E353983 entity
Predicate managedBy P86 FINISHED
Object Department of Agriculture and Fisheries (Queensland)
The Department of Agriculture and Fisheries (Queensland) is a Queensland Government agency responsible for supporting the state’s agriculture and fisheries industries, including managing natural resources and promoting sustainable primary production.
E1088972 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: Department of Agriculture and Fisheries (Queensland) | Statement: [Queensland state forests estate, managedBy, Department of Agriculture and Fisheries (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Agriculture and Fisheries (Queensland)
Context triple: [Queensland state forests estate, managedBy, Department of Agriculture and Fisheries (Queensland)]
  • A. Australian Government Department of Agriculture, Fisheries and Forestry
    The Australian Government Department of Agriculture, Fisheries and Forestry is a federal department responsible for developing and implementing national policies and programs that support Australia’s agriculture, fisheries, forestry, and related industries.
  • B. Ministry of Agriculture and Fisheries
    The Ministry of Agriculture and Fisheries was a British government department responsible for overseeing farming, food production, and fisheries, particularly prominent during World War II for managing domestic food supplies.
  • C. Queensland Department of Environment and Science
    The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.
  • D. Department of Fisheries
    The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
  • E. Minister for Agriculture of Queensland
    The Minister for Agriculture of Queensland is a senior government official responsible for overseeing the state’s agricultural policy, industries, and rural sector development.
  • 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: Department of Agriculture and Fisheries (Queensland)
Triple: [Queensland state forests estate, managedBy, Department of Agriculture and Fisheries (Queensland)]
Generated description
The Department of Agriculture and Fisheries (Queensland) is a Queensland Government agency responsible for supporting the state’s agriculture and fisheries industries, including managing natural resources and promoting sustainable primary production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Agriculture and Fisheries (Queensland)
Target entity description: The Department of Agriculture and Fisheries (Queensland) is a Queensland Government agency responsible for supporting the state’s agriculture and fisheries industries, including managing natural resources and promoting sustainable primary production.
  • A. Australian Government Department of Agriculture, Fisheries and Forestry
    The Australian Government Department of Agriculture, Fisheries and Forestry is a federal department responsible for developing and implementing national policies and programs that support Australia’s agriculture, fisheries, forestry, and related industries.
  • B. Ministry of Agriculture and Fisheries
    The Ministry of Agriculture and Fisheries was a British government department responsible for overseeing farming, food production, and fisheries, particularly prominent during World War II for managing domestic food supplies.
  • C. Queensland Department of Environment and Science
    The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.
  • D. Department of Fisheries
    The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
  • E. Minister for Agriculture of Queensland
    The Minister for Agriculture of Queensland is a senior government official responsible for overseeing the state’s agricultural policy, industries, and rural sector development.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6585270c8190a717127b2f5dab3b completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd32719ecc8190b57aad5197521359 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd333b49a88190834a5f45fa0fc6c2 completed May 8, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd33bdc8d08190be11f5ccf259cd6a completed May 8, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:10 a.m.