Triple

T4524867
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Accords E103351 entity
Predicate negotiationProcess P9722 FINISHED
Object Kyoto Protocol rulebook negotiations E103350 NE FINISHED

How this triple was built (2 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: Kyoto Protocol rulebook negotiations | Statement: [Marrakesh Accords, negotiationProcess, Kyoto Protocol rulebook negotiations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyoto Protocol rulebook negotiations
Context triple: [Marrakesh Accords, negotiationProcess, Kyoto Protocol rulebook negotiations]
  • A. Kyoto Protocol chosen
    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. 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.
  • C. 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.
  • 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. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: March 20, 2026, 1:03 p.m.