Triple

T10268728
Position Surface form Disambiguated ID Type / Status
Subject Public Citizen E240778 entity
Predicate hasOrganizationalUnit P254 FINISHED
Object Climate Program
The Climate Program is a division of the advocacy group Public Citizen that focuses on advancing policies and campaigns to address climate change and promote environmental justice.
E853089 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 Program | Statement: [Public Citizen, hasOrganizationalUnit, Climate Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Climate Program
Context triple: [Public Citizen, hasOrganizationalUnit, Climate Program]
  • A. Environment Program
    Environment Program is a grantmaking initiative of the William and Flora Hewlett Foundation focused on addressing environmental challenges such as climate change and conservation.
  • B. World Climate Programme
    The World Climate Programme is an international initiative that coordinates global efforts to understand, monitor, and address climate variability and change, particularly in support of climate services and policy.
  • 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. 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.
  • E. Environmental System Science program
    The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • 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 Program
Triple: [Public Citizen, hasOrganizationalUnit, Climate Program]
Generated description
The Climate Program is a division of the advocacy group Public Citizen that focuses on advancing policies and campaigns to address climate change and promote environmental justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Climate Program
Target entity description: The Climate Program is a division of the advocacy group Public Citizen that focuses on advancing policies and campaigns to address climate change and promote environmental justice.
  • A. Environment Program
    Environment Program is a grantmaking initiative of the William and Flora Hewlett Foundation focused on addressing environmental challenges such as climate change and conservation.
  • B. World Climate Programme
    The World Climate Programme is an international initiative that coordinates global efforts to understand, monitor, and address climate variability and change, particularly in support of climate services and policy.
  • 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. 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.
  • E. Environmental System Science program
    The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d27033c081908721f6f8568059f2 completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f80c25888190a3e8a2c513df7043 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcaca55c81908a48ac2a0ce24b85 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd772bc08190bf270f5fc767fb29 completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:34 a.m.