Triple

T16493541
Position Surface form Disambiguated ID Type / Status
Subject Woodrow Wilson International Center for Scholars E400623 entity
Predicate hasProgram P178 FINISHED
Object Environmental Change and Security Program
The Environmental Change and Security Program is a Wilson Center initiative that examines the links between environmental change, natural resources, population dynamics, and global security and stability.
E1216398 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: Environmental Change and Security Program | Statement: [Woodrow Wilson International Center for Scholars, hasProgram, Environmental Change and Security Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Change and Security Program
Context triple: [Woodrow Wilson International Center for Scholars, hasProgram, Environmental Change and Security Program]
  • A. Office of Emerging Security Challenges
    The Office of Emerging Security Challenges is a U.S. State Department office that addresses new and evolving threats to international security, such as advanced technologies, cyber risks, and other nontraditional strategic challenges.
  • 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. Center for Conflict Studies
    The Center for Conflict Studies is a research and educational institute focused on analyzing, preventing, and transforming violent conflict and promoting peacebuilding strategies worldwide.
  • E. Environmental and Climate Security Team
    The Environmental and Climate Security Team is a specialized unit within the UN Department of Peace Operations that addresses how environmental degradation and climate change affect peace, security, and peacekeeping activities.
  • 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: Environmental Change and Security Program
Triple: [Woodrow Wilson International Center for Scholars, hasProgram, Environmental Change and Security Program]
Generated description
The Environmental Change and Security Program is a Wilson Center initiative that examines the links between environmental change, natural resources, population dynamics, and global security and stability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Change and Security Program
Target entity description: The Environmental Change and Security Program is a Wilson Center initiative that examines the links between environmental change, natural resources, population dynamics, and global security and stability.
  • A. Office of Emerging Security Challenges
    The Office of Emerging Security Challenges is a U.S. State Department office that addresses new and evolving threats to international security, such as advanced technologies, cyber risks, and other nontraditional strategic challenges.
  • 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. Center for Conflict Studies
    The Center for Conflict Studies is a research and educational institute focused on analyzing, preventing, and transforming violent conflict and promoting peacebuilding strategies worldwide.
  • E. Environmental and Climate Security Team
    The Environmental and Climate Security Team is a specialized unit within the UN Department of Peace Operations that addresses how environmental degradation and climate change affect peace, security, and peacekeeping activities.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e3189c8819097e6ba62f24b1f6c completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a005828849481909e95c5822ed6f74d completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a00596390e4819091909806772afa1a completed May 10, 2026, 10:09 a.m.
NED2 Entity disambiguation (via description) batch_6a005a0baef08190b77423fe81a7a11c completed May 10, 2026, 10:12 a.m.
Created at: April 10, 2026, 5:13 a.m.