Triple

T17705150
Position Surface form Disambiguated ID Type / Status
Subject Desso E441410 entity
Predicate usesPrinciple P1757 FINISHED
Object Cradle to Cradle design
Cradle to Cradle design is a sustainable design framework that models products and systems on nature’s regenerative cycles, aiming for materials to be perpetually reused without waste.
E1283827 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: Cradle to Cradle design | Statement: [Desso, usesPrinciple, Cradle to Cradle design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cradle to Cradle design
Context triple: [Desso, usesPrinciple, Cradle to Cradle design]
  • A. Natural Capitalism
    Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
  • B. The Wisdom of Sustainability
    The Wisdom of Sustainability is a book by Thai activist and Buddhist scholar Sulak Sivaraksa that explores socially engaged Buddhism, environmental responsibility, and alternative development grounded in ethical and spiritual values.
  • C. A Design for Life
    "A Design for Life" is a 1996 Britpop-era anthem by Welsh rock band Manic Street Preachers that critiques class inequality and became one of their most iconic and commercially successful singles.
  • D. The Natural Step
    The Natural Step is an international non-profit organization and framework for sustainable development that provides science-based principles to guide businesses and communities toward environmental and social sustainability.
  • E. Doubling Wealth, Halving Resource Use
    "Doubling Wealth, Halving Resource Use" is the subtitle of the influential environmental economics book *Factor Four*, which advocates dramatically increasing resource efficiency to achieve sustainable prosperity.
  • 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: Cradle to Cradle design
Triple: [Desso, usesPrinciple, Cradle to Cradle design]
Generated description
Cradle to Cradle design is a sustainable design framework that models products and systems on nature’s regenerative cycles, aiming for materials to be perpetually reused without waste.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cradle to Cradle design
Target entity description: Cradle to Cradle design is a sustainable design framework that models products and systems on nature’s regenerative cycles, aiming for materials to be perpetually reused without waste.
  • A. Natural Capitalism
    Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
  • B. The Wisdom of Sustainability
    The Wisdom of Sustainability is a book by Thai activist and Buddhist scholar Sulak Sivaraksa that explores socially engaged Buddhism, environmental responsibility, and alternative development grounded in ethical and spiritual values.
  • C. A Design for Life
    "A Design for Life" is a 1996 Britpop-era anthem by Welsh rock band Manic Street Preachers that critiques class inequality and became one of their most iconic and commercially successful singles.
  • D. The Natural Step
    The Natural Step is an international non-profit organization and framework for sustainable development that provides science-based principles to guide businesses and communities toward environmental and social sustainability.
  • E. Doubling Wealth, Halving Resource Use
    "Doubling Wealth, Halving Resource Use" is the subtitle of the influential environmental economics book *Factor Four*, which advocates dramatically increasing resource efficiency to achieve sustainable prosperity.
  • 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_69d8b9ea20b48190ace88bb46b01e6a9 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47297359481909629c79220e58245 completed April 19, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a023022e50881908a617d2f80e00956 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a0231b6005c8190a1d7aa10a61fa7b9 completed May 11, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_6a023228e064819095b1d73d0fd2c3c2 completed May 11, 2026, 7:46 p.m.
Created at: April 10, 2026, 10:05 a.m.