Triple
T4524850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marrakesh Accords |
E103351
|
entity |
| Predicate | regulates |
P46
|
FINISHED |
| Object |
Clean Development Mechanism
The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
|
E450411
|
NE FINISHED |
How this triple was built (4 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: Clean Development Mechanism | Statement: [Marrakesh Accords, regulates, Clean Development Mechanism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clean Development Mechanism Context triple: [Marrakesh Accords, regulates, Clean Development Mechanism]
-
A.
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.
-
B.
Joint Implementation
Joint Implementation is a Kyoto Protocol flexibility mechanism that allows industrialized countries to earn emission reduction units by investing in greenhouse gas–cutting projects in other developed countries.
-
C.
NDCs
NDCs (Nationally Determined Contributions) are the climate action plans submitted by countries outlining their commitments to reduce greenhouse gas emissions and adapt to climate impacts under the Paris Agreement.
-
D.
Environmental Quality Incentives Program
The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
-
E.
Compliance Committee under the Kyoto Protocol
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Clean Development Mechanism Triple: [Marrakesh Accords, regulates, Clean Development Mechanism]
Generated description
The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clean Development Mechanism Target entity description: The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
-
A.
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.
-
B.
Joint Implementation
Joint Implementation is a Kyoto Protocol flexibility mechanism that allows industrialized countries to earn emission reduction units by investing in greenhouse gas–cutting projects in other developed countries.
-
C.
NDCs
NDCs (Nationally Determined Contributions) are the climate action plans submitted by countries outlining their commitments to reduce greenhouse gas emissions and adapt to climate impacts under the Paris Agreement.
-
D.
Environmental Quality Incentives Program
The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
-
E.
Compliance Committee under the Kyoto Protocol
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.
- 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_69bdacd4a09881909cf0e9d665454e38 |
completed | March 20, 2026, 8:23 p.m. |
| NEDg | Description generation | batch_69bdaedb669481908d49bacde6d0914a |
completed | March 20, 2026, 8:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdaf60c5588190b4740822176d57d6 |
completed | March 20, 2026, 8:34 p.m. |
Created at: March 20, 2026, 1:03 p.m.