Triple

T4524847
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Accords E103351 entity
Predicate establishes P986 FINISHED
Object Compliance Committee under the Kyoto Protocol
The Compliance Committee under the Kyoto Protocol is the treaty’s enforcement and facilitation body responsible for assessing and addressing Parties’ compliance with their climate change commitments.
E449682 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: Compliance Committee under the Kyoto Protocol | Statement: [Marrakesh Accords, establishes, Compliance Committee under the Kyoto Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Compliance Committee under the Kyoto Protocol
Context triple: [Marrakesh Accords, establishes, Compliance Committee under the Kyoto Protocol]
  • A. 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.
  • B. Revised Kyoto Convention
    The Revised Kyoto Convention is an international agreement that sets modern, harmonized standards and best practices for simplifying and securing customs procedures worldwide.
  • C. Committee on Specific Commitments
    The Committee on Specific Commitments is a World Trade Organization body that oversees and reviews member countries’ specific commitments under the General Agreement on Trade in Services (GATS).
  • D. Meeting of the Parties to the Montreal Protocol
    The Meeting of the Parties to the Montreal Protocol is the main decision-making body where countries regularly convene to review implementation, adopt adjustments and amendments, and guide global action to protect the ozone layer.
  • E. 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.
  • 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: Compliance Committee under the Kyoto Protocol
Triple: [Marrakesh Accords, establishes, Compliance Committee under the Kyoto Protocol]
Generated description
The Compliance Committee under the Kyoto Protocol is the treaty’s enforcement and facilitation body responsible for assessing and addressing Parties’ compliance with their climate change commitments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Compliance Committee under the Kyoto Protocol
Target entity description: The Compliance Committee under the Kyoto Protocol is the treaty’s enforcement and facilitation body responsible for assessing and addressing Parties’ compliance with their climate change commitments.
  • A. 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.
  • B. Revised Kyoto Convention
    The Revised Kyoto Convention is an international agreement that sets modern, harmonized standards and best practices for simplifying and securing customs procedures worldwide.
  • C. Committee on Specific Commitments
    The Committee on Specific Commitments is a World Trade Organization body that oversees and reviews member countries’ specific commitments under the General Agreement on Trade in Services (GATS).
  • D. Meeting of the Parties to the Montreal Protocol
    The Meeting of the Parties to the Montreal Protocol is the main decision-making body where countries regularly convene to review implementation, adopt adjustments and amendments, and guide global action to protect the ozone layer.
  • E. 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.
  • 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_69bd43dba59881908cf59b31df8c7ae1 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5773341c8190bf27745feb863575 completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda4483aa481909a100bf20085d667 completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda5dc417c81909a9305167efcaa06 completed March 20, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69bda6865dcc81908676d14395445832 completed March 20, 2026, 7:56 p.m.
Created at: March 20, 2026, 1:03 p.m.