Triple

T874942
Position Surface form Disambiguated ID Type / Status
Subject United Nations Framework Convention on Climate Change E18895 entity
Predicate relatedInstrument P7726 FINISHED
Object Doha Amendment to the Kyoto Protocol
The Doha Amendment to the Kyoto Protocol is an international climate agreement that extends and strengthens countries’ legally binding greenhouse gas emission reduction commitments for a second commitment period under the UN climate regime.
E103971 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: Doha Amendment to the Kyoto Protocol | Statement: [United Nations Framework Convention on Climate Change, relatedInstrument, Doha Amendment to the Kyoto Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doha Amendment to the Kyoto Protocol
Context triple: [United Nations Framework Convention on Climate Change, relatedInstrument, Doha Amendment to the Kyoto Protocol]
  • A. 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.
  • B. Doha Development Agenda
    The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • C. Doha Agreement (2020)
    The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
  • D. Copenhagen Accord
    The Copenhagen Accord is a non-binding international climate agreement reached in 2009 that recognized the need to limit global temperature rise to 2°C and introduced a system of voluntary emissions pledges by countries.
  • E. 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.
  • 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: Doha Amendment to the Kyoto Protocol
Triple: [United Nations Framework Convention on Climate Change, relatedInstrument, Doha Amendment to the Kyoto Protocol]
Generated description
The Doha Amendment to the Kyoto Protocol is an international climate agreement that extends and strengthens countries’ legally binding greenhouse gas emission reduction commitments for a second commitment period under the UN climate regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doha Amendment to the Kyoto Protocol
Target entity description: The Doha Amendment to the Kyoto Protocol is an international climate agreement that extends and strengthens countries’ legally binding greenhouse gas emission reduction commitments for a second commitment period under the UN climate regime.
  • A. 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.
  • B. Doha Development Agenda
    The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • C. Doha Agreement (2020)
    The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
  • D. Copenhagen Accord
    The Copenhagen Accord is a non-binding international climate agreement reached in 2009 that recognized the need to limit global temperature rise to 2°C and introduced a system of voluntary emissions pledges by countries.
  • E. 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.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4acae12948190923d31966c26a130 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b8520a008190a15bdb93e8ce2438 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b9774df881908fbd4d1b54442cdc completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba46a2ec8190892404cb1f259cf0 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.