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.