Triple

T18226849
Position Surface form Disambiguated ID Type / Status
Subject BloombergNEF E436442 entity
Predicate publishes P80 FINISHED
Object New Energy Outlook
New Energy Outlook is BloombergNEF’s flagship long-term energy market and transition forecast report, analyzing future scenarios for global power, transport, and industry systems.
 E1312782 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: New Energy Outlook | Statement: [BloombergNEF, publishes, New Energy Outlook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Energy Outlook
Context triple: [BloombergNEF, publishes, New Energy Outlook]
  • A. World Energy Outlook
    World Energy Outlook is the International Energy Agency’s flagship annual publication that provides comprehensive analysis and projections of global energy demand, supply, and policy trends.
  • B. Energy Technology Perspectives
    Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.
  • C. New Energy
    New Energy is a critically acclaimed 2017 electronic music album by British producer Four Tet, known for its intricate, atmospheric soundscapes and genre-blending production.
  • D. The Future of Power
    The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
  • E. National Energy Policy report
    The National Energy Policy report is a comprehensive U.S. government blueprint outlining long-term strategies for energy production, conservation, and security, developed under the George W. Bush administration.
  • 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: New Energy Outlook
Triple: [BloombergNEF, publishes, New Energy Outlook]
Generated description
New Energy Outlook is BloombergNEF’s flagship long-term energy market and transition forecast report, analyzing future scenarios for global power, transport, and industry systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Energy Outlook
Target entity description: New Energy Outlook is BloombergNEF’s flagship long-term energy market and transition forecast report, analyzing future scenarios for global power, transport, and industry systems.
  • A. World Energy Outlook
    World Energy Outlook is the International Energy Agency’s flagship annual publication that provides comprehensive analysis and projections of global energy demand, supply, and policy trends.
  • B. Energy Technology Perspectives
    Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.
  • C. New Energy
    New Energy is a critically acclaimed 2017 electronic music album by British producer Four Tet, known for its intricate, atmospheric soundscapes and genre-blending production.
  • D. The Future of Power
    The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
  • E. National Energy Policy report
    The National Energy Policy report is a comprehensive U.S. government blueprint outlining long-term strategies for energy production, conservation, and security, developed under the George W. Bush administration.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f4aff8748190be5e732f9dbc8dff completed April 19, 2026, 3:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f1fd2e48190b7d20d3b72d61e7a completed May 12, 2026, 9:44 p.m.
NEDg Description generation batch_6a039fcd9548819088b6f89a24e5f14e completed May 12, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03a14b22208190b4f18bff55367dc9 completed May 12, 2026, 9:53 p.m.
Created at: April 10, 2026, 10:32 a.m.