Triple

T10021447
Position Surface form Disambiguated ID Type / Status
Subject National Environment Management Authority E200617 entity
Predicate legalBasis P125 FINISHED
Object Environmental Management and Coordination Act
The Environmental Management and Coordination Act is Kenya’s principal framework law for environmental protection, conservation, and sustainable management of natural resources.
E836432 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: Environmental Management and Coordination Act | Statement: [National Environment Management Authority, legalBasis, Environmental Management and Coordination Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Management and Coordination Act
Context triple: [National Environment Management Authority, legalBasis, Environmental Management and Coordination Act]
  • A. Environmental Protection Act 1995
    The Environmental Protection Act 1995 is a UK law that restructured environmental regulation and enforcement, notably by creating the Environment Agency and strengthening controls on pollution and waste management.
  • B. Environment Protection and Biodiversity Conservation Act 1999
    The Environment Protection and Biodiversity Conservation Act 1999 is Australia’s central environmental legislation, providing the legal framework for protecting nationally significant flora, fauna, ecological communities, and heritage places.
  • C. Environmental Quality Improvement Act
    The Environmental Quality Improvement Act is a U.S. federal law enacted in 1970 that strengthened the federal government’s role in protecting and improving environmental quality, helping lay groundwork for modern environmental policy.
  • D. Environmental Protection Act 1990
    The Environmental Protection Act 1990 is a key UK law that provides the framework for controlling pollution, managing waste, and protecting the environment.
  • E. Environment Act 1995
    The Environment Act 1995 is a UK law that overhauled environmental regulation, including creating the Environment Agency and strengthening protections for landscapes, air quality, and natural resources.
  • 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: Environmental Management and Coordination Act
Triple: [National Environment Management Authority, legalBasis, Environmental Management and Coordination Act]
Generated description
The Environmental Management and Coordination Act is Kenya’s principal framework law for environmental protection, conservation, and sustainable management of natural resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Management and Coordination Act
Target entity description: The Environmental Management and Coordination Act is Kenya’s principal framework law for environmental protection, conservation, and sustainable management of natural resources.
  • A. Environmental Protection Act 1995
    The Environmental Protection Act 1995 is a UK law that restructured environmental regulation and enforcement, notably by creating the Environment Agency and strengthening controls on pollution and waste management.
  • B. Environment Protection and Biodiversity Conservation Act 1999
    The Environment Protection and Biodiversity Conservation Act 1999 is Australia’s central environmental legislation, providing the legal framework for protecting nationally significant flora, fauna, ecological communities, and heritage places.
  • C. Environmental Quality Improvement Act
    The Environmental Quality Improvement Act is a U.S. federal law enacted in 1970 that strengthened the federal government’s role in protecting and improving environmental quality, helping lay groundwork for modern environmental policy.
  • D. Environmental Protection Act 1990
    The Environmental Protection Act 1990 is a key UK law that provides the framework for controlling pollution, managing waste, and protecting the environment.
  • E. Environment Act 1995
    The Environment Act 1995 is a UK law that overhauled environmental regulation, including creating the Environment Agency and strengthening protections for landscapes, air quality, and natural resources.
  • 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd79485881909df562bfff36ccf4 completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26ab241848190a97dea745f6d2324 completed April 5, 2026, 1:59 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
Created at: March 30, 2026, 8:53 p.m.