Triple

T4524797
Position Surface form Disambiguated ID Type / Status
Subject Kyoto Protocol E103350 entity
Predicate establishesMechanism P986 FINISHED
Object Clean Development Mechanism
The Clean Development Mechanism is a United Nations climate policy tool that allows industrialized countries to earn emission reduction credits by financing greenhouse gas–cutting projects in developing nations.
E103350 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: [Kyoto Protocol, establishesMechanism, Clean Development Mechanism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clean Development Mechanism
Context triple: [Kyoto Protocol, establishesMechanism, Clean Development Mechanism]
  • A. 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.
  • B. 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.
  • C. Low-Carbon Energy Centers
    Low-Carbon Energy Centers are specialized MIT Energy Initiative research hubs focused on advancing technologies and strategies to reduce greenhouse gas emissions across key sectors of the energy system.
  • D. 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.
  • E. Acid Rain Program
    The Acid Rain Program is a U.S. federal regulatory initiative that uses a cap-and-trade system to reduce sulfur dioxide and nitrogen oxide emissions from power plants in order to combat acid rain and improve air quality.
  • 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: [Kyoto Protocol, establishesMechanism, Clean Development Mechanism]
Generated description
The Clean Development Mechanism is a United Nations climate policy tool that allows industrialized countries to earn emission reduction credits by financing greenhouse gas–cutting projects in developing nations.
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 that allows industrialized countries to earn emission reduction credits by financing greenhouse gas–cutting projects in developing nations.
  • A. 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.
  • B. 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.
  • C. Low-Carbon Energy Centers
    Low-Carbon Energy Centers are specialized MIT Energy Initiative research hubs focused on advancing technologies and strategies to reduce greenhouse gas emissions across key sectors of the energy system.
  • D. Kyoto Protocol chosen
    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.
  • E. Acid Rain Program
    The Acid Rain Program is a U.S. federal regulatory initiative that uses a cap-and-trade system to reduce sulfur dioxide and nitrogen oxide emissions from power plants in order to combat acid rain and improve air quality.
  • F. None of above.

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.
NEDg Description generation batch_69bda5dc417c81909a9305167efcaa06 completed March 20, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69bda6865dcc81908676d14395445832 completed March 20, 2026, 7:56 p.m.
Created at: March 20, 2026, 1:03 p.m.