Triple

T19488635
Position Surface form Disambiguated ID Type / Status
Subject Yale School of the Environment E487584 entity
Predicate hasResearchCenter P40 FINISHED
Object Yale Program on Climate Change Communication — NE NERFINISHED

How this triple was built (3 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: Yale Program on Climate Change Communication | Statement: [Yale School of the Environment, hasResearchCenter, Yale Program on Climate Change Communication]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yale Program on Climate Change Communication
Context triple: [Yale School of the Environment, hasResearchCenter, Yale Program on Climate Change Communication]
  • A. Columbia Climate School
    Columbia Climate School is a Columbia University institution dedicated to research, education, and solutions on climate change and sustainability.
  • B. MIT Joint Program on the Science and Policy of Global Change
    The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
  • C. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • D. UCLA Emmett Institute on Climate Change and the Environment
    The UCLA Emmett Institute on Climate Change and the Environment is a leading academic and policy center focused on legal and regulatory solutions to climate change and environmental challenges.
  • E. Carlson Global Institute
    Carlson Global Institute is an international business center at the Carlson School of Management that supports global education, research, and partnerships.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yale Program on Climate Change Communication
Target entity description: The Yale Program on Climate Change Communication is a research initiative that studies public climate change knowledge, attitudes, and behaviors and develops strategies to improve climate-related communication and engagement.
  • A. Columbia Climate School
    Columbia Climate School is a Columbia University institution dedicated to research, education, and solutions on climate change and sustainability.
  • B. MIT Joint Program on the Science and Policy of Global Change
    The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
  • C. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • D. UCLA Emmett Institute on Climate Change and the Environment
    The UCLA Emmett Institute on Climate Change and the Environment is a leading academic and policy center focused on legal and regulatory solutions to climate change and environmental challenges.
  • E. Carlson Global Institute
    Carlson Global Institute is an international business center at the Carlson School of Management that supports global education, research, and partnerships.
  • F. None of above. chosen

Provenance (2 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_69d8e8d924388190b847cb15bb3d0aff completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e634432af08190984e988935fd14bd completed April 20, 2026, 2:12 p.m.
Created at: April 10, 2026, 1:39 p.m.