Triple

T17276003
Position Surface form Disambiguated ID Type / Status
Subject Natural Capitalism E419393 entity
Predicate fullTitle P1116 FINISHED
Object Natural Capitalism: Creating the Next Industrial Revolution E419393 NE FINISHED

How this triple was built (2 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: Natural Capitalism: Creating the Next Industrial Revolution | Statement: [Natural Capitalism, fullTitle, Natural Capitalism: Creating the Next Industrial Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Natural Capitalism: Creating the Next Industrial Revolution
Context triple: [Natural Capitalism, fullTitle, Natural Capitalism: Creating the Next Industrial Revolution]
  • A. Natural Capitalism chosen
    Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
  • B. 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.
  • C. 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.
  • 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. The Green Collar Economy
    The Green Collar Economy is a book by activist Van Jones that advocates for solving economic inequality and environmental crises simultaneously through green jobs and clean-energy policies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e4332625c48190a25bf51543d797c3 completed April 19, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180d08c9c8190ae139cd92720028a completed May 11, 2026, 7:10 a.m.
Created at: April 10, 2026, 5:40 a.m.