Triple

T862001
Position Surface form Disambiguated ID Type / Status
Subject Vandana Shiva E18617 entity
Predicate notableWork P4 FINISHED
Object Earth Democracy
Earth Democracy is a book by environmental activist Vandana Shiva that outlines a vision for ecological sustainability, social justice, and grassroots democracy in response to globalization and environmental degradation.
E101823 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: Earth Democracy | Statement: [Vandana Shiva, notableWork, Earth Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Earth Democracy
Context triple: [Vandana Shiva, notableWork, Earth Democracy]
  • A. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. System of Positive Polity
    System of Positive Polity is Auguste Comte’s multi-volume work that elaborates his philosophy of positivism into a comprehensive social and political doctrine aimed at reorganizing society on scientific and altruistic principles.
  • D. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • E. Essay on the Ballot
    Essay on the Ballot is a political treatise by philosopher and economist James Mill that argues for the use of secret voting as a means to protect voters’ independence and promote representative government.
  • 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: Earth Democracy
Triple: [Vandana Shiva, notableWork, Earth Democracy]
Generated description
Earth Democracy is a book by environmental activist Vandana Shiva that outlines a vision for ecological sustainability, social justice, and grassroots democracy in response to globalization and environmental degradation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Earth Democracy
Target entity description: Earth Democracy is a book by environmental activist Vandana Shiva that outlines a vision for ecological sustainability, social justice, and grassroots democracy in response to globalization and environmental degradation.
  • A. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. System of Positive Polity
    System of Positive Polity is Auguste Comte’s multi-volume work that elaborates his philosophy of positivism into a comprehensive social and political doctrine aimed at reorganizing society on scientific and altruistic principles.
  • D. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • E. Essay on the Ballot
    Essay on the Ballot is a political treatise by philosopher and economist James Mill that argues for the use of secret voting as a means to protect voters’ independence and promote representative government.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac6631408190a19b83126fa86100 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c5c15c8190a91eb3746007ebf5 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a613db0881908c14569257c53bb0 completed March 4, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7a66cc1108190a072cc7d9be2756c completed March 4, 2026, 3:26 a.m.
Created at: March 1, 2026, 7:39 p.m.