Triple

T12156792
Position Surface form Disambiguated ID Type / Status
Subject Government of the Macao Special Administrative Region E289594 entity
Predicate hasBody P35 FINISHED
Object Environmental Protection Bureau E956815 NE FINISHED

How this triple was built (2 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: Environmental Protection Bureau | Statement: [Government of the Macao Special Administrative Region, hasBody, Environmental Protection Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Environmental Protection Bureau
Context triple: [Government of the Macao Special Administrative Region, hasBody, Environmental Protection Bureau]
  • A. Environmental Protection Bureau chosen
    The Environmental Protection Bureau is a governmental unit focused on enforcing environmental laws and regulations to protect public health and natural resources.
  • B. Environmental Protection Service
    The Environmental Protection Service is a specialized unit of Portugal’s National Republican Guard responsible for enforcing environmental laws and protecting natural resources.
  • C. Environmental Protection Division
    The Environmental Protection Division is the branch of Georgia’s state government responsible for enforcing environmental laws and regulations, monitoring air and water quality, and overseeing pollution control and resource protection programs.
  • D. Environmental Protection Division
    The Environmental Protection Division is a specialized unit within the Massachusetts Attorney General’s Office that enforces environmental laws and protects the state’s natural resources and public health.
  • E. Environment and Ecology Bureau
    The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c1673c8190830cd15525d16869 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69c8d408190abbc900deb534045 completed May 2, 2026, 1:05 p.m.
Created at: April 8, 2026, 9:50 p.m.