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.