Triple

T962785
Position Surface form Disambiguated ID Type / Status
Subject Bill Gates E20772 entity
Predicate founded P104 FINISHED
Object Breakthrough Energy
Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
E113145 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: Breakthrough Energy | Statement: [Bill Gates, founded, Breakthrough Energy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Breakthrough Energy
Context triple: [Bill Gates, founded, Breakthrough Energy]
  • A. 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.
  • B. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • C. B Capital Group
    B Capital Group is a global venture capital and private equity firm that invests in high-growth technology and innovation-driven companies.
  • D. Founders Fund
    Founders Fund is a Silicon Valley venture capital firm known for backing ambitious, transformative technology companies at early and growth stages.
  • E. Musk Foundation
    The Musk Foundation is a private philanthropic organization founded by Elon Musk that focuses on supporting renewable energy, science and engineering education, pediatric research, and disaster relief initiatives.
  • 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: Breakthrough Energy
Triple: [Bill Gates, founded, Breakthrough Energy]
Generated description
Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Breakthrough Energy
Target entity description: Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
  • A. 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.
  • B. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • C. B Capital Group
    B Capital Group is a global venture capital and private equity firm that invests in high-growth technology and innovation-driven companies.
  • D. Founders Fund
    Founders Fund is a Silicon Valley venture capital firm known for backing ambitious, transformative technology companies at early and growth stages.
  • E. Musk Foundation
    The Musk Foundation is a private philanthropic organization founded by Elon Musk that focuses on supporting renewable energy, science and engineering education, pediatric research, and disaster relief initiatives.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b416cf4c8190bd685227db25fb53 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac11a6107481909b152291a73958d3 completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac12c5978481909be2d6e1ce85acd5 completed March 7, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69ac132f09448190b5f789f90328f81f completed March 7, 2026, 11:59 a.m.
Created at: March 1, 2026, 7:40 p.m.