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.