Triple

T22890606
Position Surface form Disambiguated ID Type / Status
Subject Department of Forestry, Fisheries and the Environment (South Africa) E568028 entity
Predicate oversees P46 FINISHED
Object Waste Management Bureau — NE NERFINISHED

How this triple was built (3 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: Waste Management Bureau | Statement: [Department of Forestry, Fisheries and the Environment (South Africa), oversees, Waste Management Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waste Management Bureau
Context triple: [Department of Forestry, Fisheries and the Environment (South Africa), oversees, Waste Management Bureau]
  • A. Bureau of Solid Waste Management
    The Bureau of Solid Waste Management was a U.S. federal agency responsible for developing and overseeing national policies and programs for managing solid waste and promoting environmental sanitation prior to its functions being absorbed into the Environmental Protection Agency.
  • B. Solid Waste Bureau
    The Solid Waste Bureau is a division of the New Mexico Environment Department responsible for regulating and overseeing solid waste management and disposal within the state.
  • C. Solid Waste Management Administration
    The Solid Waste Management Administration is a division of the District of Columbia’s Department of Public Works responsible for overseeing trash collection, recycling, and related waste management services in Washington, D.C.
  • D. Waste Management Division
    The Waste Management Division is a branch of the Texas Commission on Environmental Quality responsible for overseeing and regulating the handling, treatment, and disposal of waste in Texas.
  • E. Office of Waste
    The Office of Waste is a division within the Texas Commission on Environmental Quality responsible for overseeing waste management, remediation, and related environmental protection programs in Texas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waste Management Bureau
Target entity description: The Waste Management Bureau is a South African government agency responsible for promoting and implementing effective waste management and recycling initiatives nationwide.
  • A. Bureau of Solid Waste Management
    The Bureau of Solid Waste Management was a U.S. federal agency responsible for developing and overseeing national policies and programs for managing solid waste and promoting environmental sanitation prior to its functions being absorbed into the Environmental Protection Agency.
  • B. Solid Waste Bureau
    The Solid Waste Bureau is a division of the New Mexico Environment Department responsible for regulating and overseeing solid waste management and disposal within the state.
  • C. Solid Waste Management Administration
    The Solid Waste Management Administration is a division of the District of Columbia’s Department of Public Works responsible for overseeing trash collection, recycling, and related waste management services in Washington, D.C.
  • D. Waste Management Division
    The Waste Management Division is a branch of the Texas Commission on Environmental Quality responsible for overseeing and regulating the handling, treatment, and disposal of waste in Texas.
  • E. Office of Waste
    The Office of Waste is a division within the Texas Commission on Environmental Quality responsible for overseeing waste management, remediation, and related environmental protection programs in Texas.
  • F. None of above. chosen

Provenance (2 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_69e2458c23ec81908fa2570692c6614f completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f17fc479d48190a8218eceaebd6cc8 completed April 29, 2026, 3:49 a.m.
Created at: April 17, 2026, 3:40 p.m.