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.