Triple
T19822110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CMP14 |
E476219
|
entity |
| Predicate | topic |
P261
|
FINISHED |
| Object | Kyoto Protocol compliance mechanisms |
—
|
NE NERFINISHED |
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 compliance mechanisms | Statement: [CMP14, topic, Kyoto Protocol compliance mechanisms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kyoto Protocol compliance mechanisms Context triple: [CMP14, topic, Kyoto Protocol compliance mechanisms]
-
A.
Compliance Committee under the Kyoto Protocol
chosen
The Compliance Committee under the Kyoto Protocol is the treaty’s enforcement and facilitation body responsible for assessing and addressing Parties’ compliance with their climate change commitments.
-
B.
Ad Hoc Working Group on Further Commitments for Annex I Parties under the Kyoto Protocol
The Ad Hoc Working Group on Further Commitments for Annex I Parties under the Kyoto Protocol was a subsidiary body under the UN climate regime tasked with negotiating and defining new emission reduction commitments for developed countries beyond the Kyoto Protocol’s initial commitment period.
-
C.
International Emissions Trading
International Emissions Trading is a market-based climate policy mechanism that allows countries or entities with surplus greenhouse gas emission allowances to sell them to those exceeding their emission limits, thereby promoting cost-effective global emissions reductions.
-
D.
Non-Compliance Procedure of the Montreal Protocol
The Non-Compliance Procedure of the Montreal Protocol is a formal mechanism under the ozone protection treaty that sets out how parties’ failures to meet their obligations are identified, reviewed, and addressed through a dedicated implementation committee and graduated responses.
-
E.
Kyoto Protocol
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e51c7c188190b926f3a2a7b5f881 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e654ffb37c8190be540a793befe16c |
completed | April 20, 2026, 4:31 p.m. |
Created at: April 10, 2026, 1:50 p.m.