Triple

T4524803
Position Surface form Disambiguated ID Type / Status
Subject Kyoto Protocol E103350 entity
Predicate secondCommitmentPeriodInstrument P57231 FINISHED
Object Doha Amendment E103971 NE FINISHED

How this triple was built (3 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 | Statement: [Kyoto Protocol, secondCommitmentPeriodInstrument, Doha Amendment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doha Amendment
Context triple: [Kyoto Protocol, secondCommitmentPeriodInstrument, Doha Amendment]
  • 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. 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.
  • C. Copenhagen Amendment
    The Copenhagen Amendment is a 1992 update to the Montreal Protocol that strengthened global controls on ozone-depleting substances by expanding phase-out schedules and adding new regulated chemicals.
  • 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. Kigali Amendment
    The Kigali Amendment is an international agreement under the Montreal Protocol that mandates the phasedown of hydrofluorocarbon (HFC) greenhouse gases to combat climate change.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: secondCommitmentPeriodInstrument
Context triple: [Kyoto Protocol, secondCommitmentPeriodInstrument, Doha Amendment]
  • A. secondInstallmentReleaseYear
    Indicates the year in which the second installment of a series or sequence is released.
  • B. secondPhase
    Indicates that an entity is in, or has progressed to, the second phase or stage of a multi-phase process or sequence.
  • C. secondaryMandate
    Indicates that an entity holds a subordinate or supporting mandate in addition to a primary mandate within a given context or system.
  • D. secondParty
    Indicates that an entity participates in a relationship or transaction as the second party relative to a primary (first) party.
  • E. secondSealAssociatedWith
    Indicates an associative relationship in which something is linked or connected specifically to a second seal.
  • 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.
PD Predicate disambiguation batch_69bd521cf77c819083852de3094d1377 completed March 20, 2026, 1:56 p.m.
PDg Predicate description generation batch_69bd56b3e4c88190a7ade3d0ed0ab606 completed March 20, 2026, 2:16 p.m.
Created at: March 20, 2026, 1:03 p.m.