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.