Triple

T972354
Position Surface form Disambiguated ID Type / Status
Subject Poverty and Famines E20971 entity
Predicate subtitle P2765 FINISHED
Object An Essay on Entitlement and Deprivation
An Essay on Entitlement and Deprivation is Amartya Sen’s influential work that develops the entitlement approach to explain the causes of famine and hunger beyond simple food shortage.
E115288 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: An Essay on Entitlement and Deprivation | Statement: [Poverty and Famines, subtitle, An Essay on Entitlement and Deprivation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: An Essay on Entitlement and Deprivation
Context triple: [Poverty and Famines, subtitle, An Essay on Entitlement and Deprivation]
  • A. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • B. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • C. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • D. The Unheard Truth: Poverty and Human Rights
    The Unheard Truth: Poverty and Human Rights is a non-fiction book by human rights advocate Irene Khan that argues poverty is a fundamental human rights issue and calls for rights-based approaches to ending it.
  • E. The Elements of Morality
    The Elements of Morality is a 19th-century philosophical treatise by William Whewell that systematically explores ethical theory, moral duties, and the foundations of human conduct.
  • 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: An Essay on Entitlement and Deprivation
Triple: [Poverty and Famines, subtitle, An Essay on Entitlement and Deprivation]
Generated description
An Essay on Entitlement and Deprivation is Amartya Sen’s influential work that develops the entitlement approach to explain the causes of famine and hunger beyond simple food shortage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: An Essay on Entitlement and Deprivation
Target entity description: An Essay on Entitlement and Deprivation is Amartya Sen’s influential work that develops the entitlement approach to explain the causes of famine and hunger beyond simple food shortage.
  • A. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • B. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • C. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • D. The Unheard Truth: Poverty and Human Rights
    The Unheard Truth: Poverty and Human Rights is a non-fiction book by human rights advocate Irene Khan that argues poverty is a fundamental human rights issue and calls for rights-based approaches to ending it.
  • E. The Elements of Morality
    The Elements of Morality is a 19th-century philosophical treatise by William Whewell that systematically explores ethical theory, moral duties, and the foundations of human conduct.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b44c38f08190997e141d424e9e04 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac170a00f481909da0394531ac24fe completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac18e9be2081909770ab2ead56d0db completed March 7, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac195b7cd08190b2c3f07d7ae849ed completed March 7, 2026, 12:26 p.m.
Created at: March 1, 2026, 7:40 p.m.