Triple

T6601291
Position Surface form Disambiguated ID Type / Status
Subject The Climate Reality Project E149003 entity
Predicate hasVolunteerNetwork P11190 FINISHED
Object Climate Reality Leaders
Climate Reality Leaders are trained advocates who educate communities and drive action on climate change as part of Al Gore’s global Climate Reality Project.
E149003 NE FINISHED

How this triple was built (5 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: Climate Reality Leaders | Statement: [The Climate Reality Project, hasVolunteerNetwork, Climate Reality Leaders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Climate Reality Leaders
Context triple: [The Climate Reality Project, hasVolunteerNetwork, Climate Reality Leaders]
  • A. The Climate Reality Project
    The Climate Reality Project is a nonprofit organization focused on educating and mobilizing people worldwide to combat climate change and advocate for climate solutions.
  • B. 350.org
    350.org is an international environmental organization focused on combating climate change through grassroots activism, public campaigns, and policy advocacy to reduce atmospheric carbon dioxide levels.
  • C. Bill McKibben
    Bill McKibben is an American environmentalist, author, and founder of the climate advocacy group 350.org, known for his influential work on climate change and environmental justice.
  • D. Fridays for Future
    Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
  • 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: Climate Reality Leaders
Triple: [The Climate Reality Project, hasVolunteerNetwork, Climate Reality Leaders]
Generated description
Climate Reality Leaders are trained advocates who educate communities and drive action on climate change as part of Al Gore’s global Climate Reality Project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Climate Reality Leaders
Target entity description: Climate Reality Leaders are trained advocates who educate communities and drive action on climate change as part of Al Gore’s global Climate Reality Project.
  • A. The Climate Reality Project chosen
    The Climate Reality Project is a nonprofit organization focused on educating and mobilizing people worldwide to combat climate change and advocate for climate solutions.
  • B. 350.org
    350.org is an international environmental organization focused on combating climate change through grassroots activism, public campaigns, and policy advocacy to reduce atmospheric carbon dioxide levels.
  • C. Bill McKibben
    Bill McKibben is an American environmentalist, author, and founder of the climate advocacy group 350.org, known for his influential work on climate change and environmental justice.
  • D. Fridays for Future
    Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasVolunteerNetwork
Context triple: [The Climate Reality Project, hasVolunteerNetwork, Climate Reality Leaders]
  • A. hasVolunteerBase
    Indicates that an entity maintains or relies on a group of volunteers as a foundational support resource.
  • B. hasVolunteerProgram chosen
    Indicates that an organization or entity offers an organized program through which individuals can volunteer their time or services.
  • C. hasVolunteerStatus
    Indicates that an entity holds a particular volunteer-related status or role within a specified context.
  • D. hasVolunteerRescueSquad
    Indicates that an entity is served or supported by a volunteer-based rescue or emergency response squad.
  • E. volunteeredFor
    Indicates that an entity willingly offered their time or services to support or participate in an activity, cause, or organization.
  • F. None of above.

Provenance (6 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6cc9c6cb0819084fec8e0beb430de completed March 27, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e434afd08190807faf0069c70cce completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e57d71ec8190b79615f11eadec26 completed March 27, 2026, 8:15 p.m.
NED2 Entity disambiguation (via description) batch_69c6e614f04c8190b25b553553895799 completed March 27, 2026, 8:18 p.m.
PD Predicate disambiguation batch_69c6acfd17388190bd0bb8b2371e7df1 completed March 27, 2026, 4:14 p.m.
Created at: March 27, 2026, 1:56 p.m.