Triple

T18389546
Position Surface form Disambiguated ID Type / Status
Subject United Nations climate change agreements E449683 entity
Predicate includes P1393 FINISHED
Object Doha Amendment to the Kyoto Protocol E103971 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: Doha Amendment to the Kyoto Protocol | Statement: [United Nations climate change agreements, includes, 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 climate change agreements, includes, Doha Amendment to the Kyoto Protocol]
  • A. Doha Amendment to the Kyoto Protocol chosen
    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.
  • B. Meeting of the Parties to the Kyoto Protocol
    The Meeting of the Parties to the Kyoto Protocol is the formal governing body of countries that have ratified the Kyoto Protocol, where they negotiate, review, and make decisions on its implementation and future commitments.
  • 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. 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.
  • E. Copenhagen Amendment to the Montreal Protocol
    The Copenhagen Amendment to the Montreal Protocol is a 1992 international agreement that strengthened global controls on ozone-depleting substances by accelerating phase-out schedules and adding new regulated chemicals.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e518416bc48190a20fa66c43d545d9 completed April 19, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d786ac888190bc5984ee83ea6e0f completed May 13, 2026, 1:44 a.m.
Created at: April 10, 2026, 10:46 a.m.