Triple
T9235101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Energy Agency |
E221915
|
entity |
| Predicate | produces |
P490
|
FINISHED |
| Object |
Net Zero by 2050 roadmap
The Net Zero by 2050 roadmap is a landmark International Energy Agency scenario outlining the global energy sector transformations required to reduce emissions to net zero by mid-century.
|
E787531
|
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: Net Zero by 2050 roadmap | Statement: [International Energy Agency, produces, Net Zero by 2050 roadmap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Net Zero by 2050 roadmap Context triple: [International Energy Agency, produces, Net Zero by 2050 roadmap]
-
A.
Emissions Gap Report
The Emissions Gap Report is an annual United Nations Environment Programme assessment that evaluates the difference between current greenhouse gas reduction pledges and the emission cuts needed to meet global climate goals, particularly the Paris Agreement targets.
-
B.
Carbon War Room
Carbon War Room is an environmental nonprofit initiative focused on accelerating market-based solutions to climate change and promoting low-carbon business practices worldwide.
-
C.
The Climate Pledge
The Climate Pledge is a corporate initiative co-founded by Amazon and Global Optimism that commits signatories to achieve net-zero carbon emissions by 2040, a decade ahead of the Paris Agreement.
-
D.
Reinventing Fire
Reinventing Fire is a book by energy expert Amory B. Lovins that outlines a comprehensive roadmap for transforming the global energy system toward efficiency and renewable sources without economic sacrifice.
-
E.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
- 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: Net Zero by 2050 roadmap Triple: [International Energy Agency, produces, Net Zero by 2050 roadmap]
Generated description
The Net Zero by 2050 roadmap is a landmark International Energy Agency scenario outlining the global energy sector transformations required to reduce emissions to net zero by mid-century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Net Zero by 2050 roadmap Target entity description: The Net Zero by 2050 roadmap is a landmark International Energy Agency scenario outlining the global energy sector transformations required to reduce emissions to net zero by mid-century.
-
A.
Emissions Gap Report
The Emissions Gap Report is an annual United Nations Environment Programme assessment that evaluates the difference between current greenhouse gas reduction pledges and the emission cuts needed to meet global climate goals, particularly the Paris Agreement targets.
-
B.
Carbon War Room
Carbon War Room is an environmental nonprofit initiative focused on accelerating market-based solutions to climate change and promoting low-carbon business practices worldwide.
-
C.
The Climate Pledge
The Climate Pledge is a corporate initiative co-founded by Amazon and Global Optimism that commits signatories to achieve net-zero carbon emissions by 2040, a decade ahead of the Paris Agreement.
-
D.
Reinventing Fire
Reinventing Fire is a book by energy expert Amory B. Lovins that outlines a comprehensive roadmap for transforming the global energy system toward efficiency and renewable sources without economic sacrifice.
-
E.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
- 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_69ca83ed628c8190bc02d641e57f097f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccee1cca0c8190bf587f54236c9e45 |
completed | April 1, 2026, 10:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077c31f588190bae2af98e3b71c38 |
completed | April 4, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_69d07bc3c5cc8190a35561279ff0f1a2 |
completed | April 4, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07c725a0c8190bf905461a38ef65e |
completed | April 4, 2026, 2:50 a.m. |
Created at: March 30, 2026, 7:29 p.m.