Triple

T7984086
Position Surface form Disambiguated ID Type / Status
Subject Department of Survey and Mapping Malaysia E185645 entity
Predicate parentOrganization P254 FINISHED
Object Ministry of Natural Resources, Environment and Climate Change
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
E702172 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: Ministry of Natural Resources, Environment and Climate Change | Statement: [Department of Survey and Mapping Malaysia, parentOrganization, Ministry of Natural Resources, Environment and Climate Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Natural Resources, Environment and Climate Change
Context triple: [Department of Survey and Mapping Malaysia, parentOrganization, Ministry of Natural Resources, Environment and Climate Change]
  • A. Department of Environment and Natural Resources
    The Department of Environment and Natural Resources is the Philippine government agency responsible for conserving, managing, and developing the country’s environment and natural resources.
  • B. Council of Ministers for the Environment
    The Council of Ministers for the Environment is the Nordic intergovernmental body responsible for coordinating and developing common environmental policy and cooperation among the Nordic countries.
  • C. Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec)
    The Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec) is the provincial government department responsible for environmental protection, climate policy, biodiversity conservation, and the management of parks and wildlife in Quebec.
  • D. Ministry of Environment, Forest and Climate Change, India
    The Ministry of Environment, Forest and Climate Change, India is the central government ministry responsible for formulating and implementing policies on environmental protection, forest conservation, wildlife management, and climate change in the country.
  • E. Directorate General of Climate Change Control
    The Directorate General of Climate Change Control is an Indonesian government body responsible for formulating and implementing national policies and programs to mitigate and adapt to climate change.
  • 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: Ministry of Natural Resources, Environment and Climate Change
Triple: [Department of Survey and Mapping Malaysia, parentOrganization, Ministry of Natural Resources, Environment and Climate Change]
Generated description
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Natural Resources, Environment and Climate Change
Target entity description: The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
  • A. Department of Environment and Natural Resources
    The Department of Environment and Natural Resources is the Philippine government agency responsible for conserving, managing, and developing the country’s environment and natural resources.
  • B. Council of Ministers for the Environment
    The Council of Ministers for the Environment is the Nordic intergovernmental body responsible for coordinating and developing common environmental policy and cooperation among the Nordic countries.
  • C. Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec)
    The Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec) is the provincial government department responsible for environmental protection, climate policy, biodiversity conservation, and the management of parks and wildlife in Quebec.
  • D. Ministry of Environment, Forest and Climate Change, India
    The Ministry of Environment, Forest and Climate Change, India is the central government ministry responsible for formulating and implementing policies on environmental protection, forest conservation, wildlife management, and climate change in the country.
  • E. Directorate General of Climate Change Control
    The Directorate General of Climate Change Control is an Indonesian government body responsible for formulating and implementing national policies and programs to mitigate and adapt to climate change.
  • 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_69ca829a2cfc819083d591d58ec04075 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c2b543c81909b82bc478d579e0b completed March 31, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0e0b2748190930c22c6157d1b07 completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43e47048190a0044477f88de5d0 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc0d60254c819087d1de7ca6ea554b completed March 31, 2026, 6:07 p.m.
Created at: March 30, 2026, 5:15 p.m.