Triple

T7330122
Position Surface form Disambiguated ID Type / Status
Subject The True Cost E168976 entity
Predicate features P997 FINISHED
Object Vandana Shiva E18617 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: Vandana Shiva | Statement: [The True Cost, features, Vandana Shiva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vandana Shiva
Context triple: [The True Cost, features, Vandana Shiva]
  • A. Vandana Shiva chosen
    Vandana Shiva is an Indian scholar, environmental activist, and ecofeminist known for her advocacy of biodiversity, small-scale agriculture, and social justice in the global food system.
  • B. Sunita Narain
    Sunita Narain is an Indian environmentalist and climate policy advocate known for her leadership at the Centre for Science and Environment and her influential work on water management, sustainable development, and environmental justice.
  • C. Bina Agarwal
    Bina Agarwal is an Indian development economist and feminist scholar renowned for her pioneering work on gender, land rights, and environmental governance.
  • D. Madhav Gadgil
    Madhav Gadgil is a renowned Indian ecologist and environmentalist known for his pioneering work in biodiversity conservation and for chairing the Western Ghats Ecology Expert Panel.
  • E. M. S. Swaminathan
    M. S. Swaminathan was an Indian geneticist and agricultural scientist widely regarded as the chief architect of India’s Green Revolution, which transformed the country from food scarcity to self-sufficiency.
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0ab0b1881909f8f086b81fdddb7 completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef16f35881909fffba1df072f0d6 completed March 28, 2026, 3:09 p.m.
Created at: March 27, 2026, 3:03 p.m.