Triple

T4524871
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Accords E103351 entity
Predicate category P87 FINISHED
Object United Nations climate change agreements
United Nations climate change agreements are international treaties and frameworks under the UN that coordinate global efforts to reduce greenhouse gas emissions, adapt to climate impacts, and support sustainable, low-carbon development.
E449683 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: United Nations climate change agreements | Statement: [Marrakesh Accords, category, United Nations climate change agreements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Nations climate change agreements
Context triple: [Marrakesh Accords, category, United Nations climate change agreements]
  • A. Conference of the Parties (COP) climate negotiations
    The Conference of the Parties (COP) climate negotiations are the annual United Nations meetings where countries convene to assess progress and strengthen global agreements to combat climate change under the UN Framework Convention on Climate Change.
  • B. Paris Agreement
    The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
  • C. United Nations Framework Convention on Climate Change
    The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
  • D. Glasgow Climate Pact
    The Glasgow Climate Pact is an international climate agreement adopted at the 2021 UN climate summit (COP26) that strengthens global commitments to limit warming, accelerate emissions cuts, and scale up climate finance and adaptation efforts.
  • 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. 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: United Nations climate change agreements
Triple: [Marrakesh Accords, category, United Nations climate change agreements]
Generated description
United Nations climate change agreements are international treaties and frameworks under the UN that coordinate global efforts to reduce greenhouse gas emissions, adapt to climate impacts, and support sustainable, low-carbon development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Nations climate change agreements
Target entity description: United Nations climate change agreements are international treaties and frameworks under the UN that coordinate global efforts to reduce greenhouse gas emissions, adapt to climate impacts, and support sustainable, low-carbon development.
  • A. Conference of the Parties (COP) climate negotiations
    The Conference of the Parties (COP) climate negotiations are the annual United Nations meetings where countries convene to assess progress and strengthen global agreements to combat climate change under the UN Framework Convention on Climate Change.
  • B. Paris Agreement
    The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
  • C. United Nations Framework Convention on Climate Change
    The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
  • D. Glasgow Climate Pact
    The Glasgow Climate Pact is an international climate agreement adopted at the 2021 UN climate summit (COP26) that strengthens global commitments to limit warming, accelerate emissions cuts, and scale up climate finance and adaptation efforts.
  • 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. 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.
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.