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.