Triple
T18226853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BloombergNEF |
E436442
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object | Energy Transition Factbook |
—
|
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: Energy Transition Factbook | Statement: [BloombergNEF, publishes, Energy Transition Factbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Energy Transition Factbook Context triple: [BloombergNEF, publishes, Energy Transition Factbook]
-
A.
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.
-
B.
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.
-
C.
World Energy Statistics
World Energy Statistics is a flagship annual data publication that provides comprehensive global energy production, consumption, and trade statistics compiled by the International Energy Agency.
-
D.
BloombergNEF
BloombergNEF is a research service that provides data-driven analysis, forecasts, and insights on clean energy, advanced transport, digital industry, and climate finance for investors, policymakers, and corporations.
-
E.
Energy Turns the World
"Energy Turns the World" was the central theme of the 1982 Knoxville World's Fair, emphasizing the importance and future of global energy resources and technology.
- 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: Energy Transition Factbook Target entity description: Energy Transition Factbook is an annual analytical report that provides data-driven insights and trends on the global shift from fossil fuels to cleaner energy sources.
-
A.
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.
-
B.
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.
-
C.
World Energy Statistics
World Energy Statistics is a flagship annual data publication that provides comprehensive global energy production, consumption, and trade statistics compiled by the International Energy Agency.
-
D.
BloombergNEF
BloombergNEF is a research service that provides data-driven analysis, forecasts, and insights on clean energy, advanced transport, digital industry, and climate finance for investors, policymakers, and corporations.
-
E.
Energy Turns the World
"Energy Turns the World" was the central theme of the 1982 Knoxville World's Fair, emphasizing the importance and future of global energy resources and technology.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4aff8748190be5e732f9dbc8dff |
completed | April 19, 2026, 3:28 p.m. |
Created at: April 10, 2026, 10:32 a.m.