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.