Triple

T325661
Position Surface form Disambiguated ID Type / Status
Subject C40 Cities Climate Leadership Group E6511 entity
Predicate partnersWith P282 FINISHED
Object Clinton Climate Initiative
The Clinton Climate Initiative is a program of the Clinton Foundation that works globally with governments, cities, and organizations to develop and implement practical solutions for reducing greenhouse gas emissions and promoting sustainable development.
E42214 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: Clinton Climate Initiative | Statement: [C40 Cities Climate Leadership Group, partnersWith, Clinton Climate Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinton Climate Initiative
Context triple: [C40 Cities Climate Leadership Group, partnersWith, Clinton Climate Initiative]
  • A. C40 Cities Climate Leadership Group
    The C40 Cities Climate Leadership Group is a global network of major cities collaborating to reduce greenhouse gas emissions and address climate change through shared policies and initiatives.
  • B. UN Climate Action Summit 2019
    The UN Climate Action Summit 2019 was a high-level United Nations gathering in New York aimed at accelerating global efforts to address climate change through stronger national commitments and concrete action plans.
  • C. Office of Climate Change
    The Office of Climate Change is a division within New York State’s environmental agency that develops and implements policies and programs to address climate change impacts and reduce greenhouse gas emissions.
  • D. 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.
  • E. Mary Robinson Foundation – Climate Justice
    The Mary Robinson Foundation – Climate Justice is an organization founded by former Irish president Mary Robinson that focuses on advancing human rights–based, people-centered approaches to climate action and policy worldwide.
  • 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: Clinton Climate Initiative
Triple: [C40 Cities Climate Leadership Group, partnersWith, Clinton Climate Initiative]
Generated description
The Clinton Climate Initiative is a program of the Clinton Foundation that works globally with governments, cities, and organizations to develop and implement practical solutions for reducing greenhouse gas emissions and promoting sustainable development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinton Climate Initiative
Target entity description: The Clinton Climate Initiative is a program of the Clinton Foundation that works globally with governments, cities, and organizations to develop and implement practical solutions for reducing greenhouse gas emissions and promoting sustainable development.
  • A. C40 Cities Climate Leadership Group
    The C40 Cities Climate Leadership Group is a global network of major cities collaborating to reduce greenhouse gas emissions and address climate change through shared policies and initiatives.
  • B. UN Climate Action Summit 2019
    The UN Climate Action Summit 2019 was a high-level United Nations gathering in New York aimed at accelerating global efforts to address climate change through stronger national commitments and concrete action plans.
  • C. Office of Climate Change
    The Office of Climate Change is a division within New York State’s environmental agency that develops and implements policies and programs to address climate change impacts and reduce greenhouse gas emissions.
  • D. 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.
  • E. Mary Robinson Foundation – Climate Justice
    The Mary Robinson Foundation – Climate Justice is an organization founded by former Irish president Mary Robinson that focuses on advancing human rights–based, people-centered approaches to climate action and policy worldwide.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ee028c488190ad0109510de2956d completed Feb. 28, 2026, 1:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfec426081908a0c7e968846515a completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d0babef081909813c4189e996803 completed March 1, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69a3d144f09c81908a1d7df72a3b0bbc completed March 1, 2026, 5:40 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.