Triple

T19874283
Position Surface form Disambiguated ID Type / Status
Subject UN General Assembly resolution 38/161 E477600 entity
Predicate alsoKnownAs P39 FINISHED
Object Process of preparation of the Environmental Perspective to the Year 2000 and Beyond
The "Process of preparation of the Environmental Perspective to the Year 2000 and Beyond" is a United Nations General Assembly initiative that outlined long-term global environmental goals and strategies to guide international policy and action into the 21st century.
E1400460 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: Process of preparation of the Environmental Perspective to the Year 2000 and Beyond | Statement: [UN General Assembly resolution 38/161, alsoKnownAs, Process of preparation of the Environmental Perspective to the Year 2000 and Beyond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Process of preparation of the Environmental Perspective to the Year 2000 and Beyond
Context triple: [UN General Assembly resolution 38/161, alsoKnownAs, Process of preparation of the Environmental Perspective to the Year 2000 and Beyond]
  • A. Millennium Ecosystem Assessment
    The Millennium Ecosystem Assessment was a major international scientific initiative that evaluated the consequences of ecosystem change for human well-being and provided a framework for action to conserve and sustainably use natural systems.
  • B. Basic Environment Plan of Japan
    The Basic Environment Plan of Japan is the Japanese government’s comprehensive long-term framework for environmental conservation and sustainable development, guiding national policies on issues such as climate change, biodiversity, and resource management.
  • C. The Challenge of the Environment
    The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. Global Environment Outlook reports
    Global Environment Outlook reports are comprehensive assessments produced by the United Nations Environment Programme that analyze the state of the global environment, emerging trends, and policy options for sustainable 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: Process of preparation of the Environmental Perspective to the Year 2000 and Beyond
Triple: [UN General Assembly resolution 38/161, alsoKnownAs, Process of preparation of the Environmental Perspective to the Year 2000 and Beyond]
Generated description
The "Process of preparation of the Environmental Perspective to the Year 2000 and Beyond" is a United Nations General Assembly initiative that outlined long-term global environmental goals and strategies to guide international policy and action into the 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Process of preparation of the Environmental Perspective to the Year 2000 and Beyond
Target entity description: The "Process of preparation of the Environmental Perspective to the Year 2000 and Beyond" is a United Nations General Assembly initiative that outlined long-term global environmental goals and strategies to guide international policy and action into the 21st century.
  • A. Millennium Ecosystem Assessment
    The Millennium Ecosystem Assessment was a major international scientific initiative that evaluated the consequences of ecosystem change for human well-being and provided a framework for action to conserve and sustainably use natural systems.
  • B. Basic Environment Plan of Japan
    The Basic Environment Plan of Japan is the Japanese government’s comprehensive long-term framework for environmental conservation and sustainable development, guiding national policies on issues such as climate change, biodiversity, and resource management.
  • C. The Challenge of the Environment
    The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. Global Environment Outlook reports
    Global Environment Outlook reports are comprehensive assessments produced by the United Nations Environment Programme that analyze the state of the global environment, emerging trends, and policy options for sustainable 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658d9ee108190a53cc6c8e115d0fa completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc653b481908e2884c1d2aa6ead completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dfbf3c5881909395e9cfa4986429 completed May 16, 2026, 3:08 a.m.
NED2 Entity disambiguation (via description) batch_6a07e08884788190b1c43d01e6022b4f completed May 16, 2026, 3:12 a.m.
Created at: April 10, 2026, 1:51 p.m.