Triple
T2242700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montreal Protocol on Substances that Deplete the Ozone Layer |
E49431
|
entity |
| Predicate | includesMechanism |
P1393
|
FINISHED |
| Object |
Multilateral Fund for the Implementation of the Montreal Protocol
The Multilateral Fund for the Implementation of the Montreal Protocol is a financial mechanism that assists developing countries in meeting their obligations to phase out ozone-depleting substances under the Montreal Protocol.
|
E247838
|
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: Multilateral Fund for the Implementation of the Montreal Protocol | Statement: [Montreal Protocol on Substances that Deplete the Ozone Layer, includesMechanism, Multilateral Fund for the Implementation of the Montreal Protocol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multilateral Fund for the Implementation of the Montreal Protocol Context triple: [Montreal Protocol on Substances that Deplete the Ozone Layer, includesMechanism, Multilateral Fund for the Implementation of the Montreal Protocol]
-
A.
Montreal Protocol on Substances that Deplete the Ozone Layer
The Montreal Protocol on Substances that Deplete the Ozone Layer is a landmark international environmental treaty that phases out the production and consumption of ozone-depleting substances to protect the Earth's stratospheric ozone layer.
-
B.
Kyoto Protocol
The Kyoto Protocol is an international treaty under the UN climate regime that legally binds industrialized countries to reduce greenhouse gas emissions through quantified targets and market-based mechanisms.
-
C.
United Nations Framework Convention on Climate Change
The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
-
D.
Stockholm Convention on Persistent Organic Pollutants
The Stockholm Convention on Persistent Organic Pollutants is a global environmental treaty that aims to protect human health and the environment by eliminating or restricting the production and use of long-lasting, toxic chemicals that accumulate in ecosystems.
-
E.
Minamata Convention on Mercury
The Minamata Convention on Mercury is a global environmental treaty that aims to protect human health and the environment by controlling and reducing mercury use, emissions, and releases worldwide.
- 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: Multilateral Fund for the Implementation of the Montreal Protocol Triple: [Montreal Protocol on Substances that Deplete the Ozone Layer, includesMechanism, Multilateral Fund for the Implementation of the Montreal Protocol]
Generated description
The Multilateral Fund for the Implementation of the Montreal Protocol is a financial mechanism that assists developing countries in meeting their obligations to phase out ozone-depleting substances under the Montreal Protocol.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multilateral Fund for the Implementation of the Montreal Protocol Target entity description: The Multilateral Fund for the Implementation of the Montreal Protocol is a financial mechanism that assists developing countries in meeting their obligations to phase out ozone-depleting substances under the Montreal Protocol.
-
A.
Montreal Protocol on Substances that Deplete the Ozone Layer
The Montreal Protocol on Substances that Deplete the Ozone Layer is a landmark international environmental treaty that phases out the production and consumption of ozone-depleting substances to protect the Earth's stratospheric ozone layer.
-
B.
Kyoto Protocol
The Kyoto Protocol is an international treaty under the UN climate regime that legally binds industrialized countries to reduce greenhouse gas emissions through quantified targets and market-based mechanisms.
-
C.
United Nations Framework Convention on Climate Change
The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
-
D.
Stockholm Convention on Persistent Organic Pollutants
The Stockholm Convention on Persistent Organic Pollutants is a global environmental treaty that aims to protect human health and the environment by eliminating or restricting the production and use of long-lasting, toxic chemicals that accumulate in ecosystems.
-
E.
Minamata Convention on Mercury
The Minamata Convention on Mercury is a global environmental treaty that aims to protect human health and the environment by controlling and reducing mercury use, emissions, and releases worldwide.
- 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0c017548190a71fb4a0e2a8189f |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b0eef98819083bede32490cba7e |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbccdb08190a73fd20a110219d9 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c3d07a08190a6221a33fd02f73e |
completed | March 9, 2026, 6:44 a.m. |
Created at: March 4, 2026, 7:47 p.m.