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 |
—
|
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: 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.
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 (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_69d8e51e7d948190aedbcd6c30361c39 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e658d9ee108190a53cc6c8e115d0fa |
completed | April 20, 2026, 4:48 p.m. |
Created at: April 10, 2026, 1:51 p.m.