Triple

T6601274
Position Surface form Disambiguated ID Type / Status
Subject The Climate Reality Project E149003 entity
Predicate hasProgram P178 FINISHED
Object Climate Speakers Network
Climate Speakers Network is a program that trains and supports individuals to effectively communicate about climate change and advocate for climate solutions in their communities.
E149003 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: Climate Speakers Network | Statement: [The Climate Reality Project, hasProgram, Climate Speakers Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Climate Speakers Network
Context triple: [The Climate Reality Project, hasProgram, Climate Speakers Network]
  • 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. Council for Strategic Communications
    The Council for Strategic Communications is a leadership body within the Association of Public and Land-grant Universities that focuses on advancing and coordinating strategic communication efforts across member institutions.
  • C. Natural Resources Defense Council
    The Natural Resources Defense Council is a prominent U.S.-based environmental advocacy organization that uses science, law, and policy to protect natural resources and public health.
  • D. Cornerstone Speech
    Cornerstone Speech is an 1861 address by Confederate Vice President Alexander H. Stephens, infamous for explicitly defending slavery and white supremacy as the foundational principles of the Confederacy.
  • E. Earth Day Network
    Earth Day Network is an environmental nonprofit organization that coordinates global Earth Day events and campaigns to promote environmental protection and sustainability.
  • 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 Speakers Network
Triple: [The Climate Reality Project, hasProgram, Climate Speakers Network]
Generated description
Climate Speakers Network is a program that trains and supports individuals to effectively communicate about climate change and advocate for climate solutions in their communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Climate Speakers Network
Target entity description: Climate Speakers Network is a program that trains and supports individuals to effectively communicate about climate change and advocate for climate solutions in their communities.
  • 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. Council for Strategic Communications
    The Council for Strategic Communications is a leadership body within the Association of Public and Land-grant Universities that focuses on advancing and coordinating strategic communication efforts across member institutions.
  • C. Natural Resources Defense Council
    The Natural Resources Defense Council is a prominent U.S.-based environmental advocacy organization that uses science, law, and policy to protect natural resources and public health.
  • D. Cornerstone Speech
    Cornerstone Speech is an 1861 address by Confederate Vice President Alexander H. Stephens, infamous for explicitly defending slavery and white supremacy as the foundational principles of the Confederacy.
  • E. Earth Day Network
    Earth Day Network is an environmental nonprofit organization that coordinates global Earth Day events and campaigns to promote environmental protection and sustainability.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aef4a7e08190a685a0febc6378c8 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbc8f1308190a4afcf10a5a7105e completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd09753c81909df166156ffbf82a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce9ba47c819091496c87117e7a03 completed March 27, 2026, 6:38 p.m.
Created at: March 27, 2026, 1:56 p.m.