Triple

T168097
Position Surface form Disambiguated ID Type / Status
Subject Amartya Sen E3058 entity
Predicate notableWork P4 FINISHED
Object Poverty and Famines
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
E20971 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: Poverty and Famines | Statement: [Amartya Sen, notableWork, Poverty and Famines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Poverty and Famines
Context triple: [Amartya Sen, notableWork, Poverty and Famines]
  • A. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • B. Malthusian catastrophe
    A Malthusian catastrophe is a theoretical scenario in which unchecked population growth outstrips food production, leading to widespread famine, disease, and social collapse.
  • C. Great Famine
    The Great Famine was a catastrophic mid-19th-century potato blight in Ireland that caused mass starvation, disease, and a huge wave of emigration, particularly to North America.
  • D. Holodomor
    The Holodomor was a man-made famine in Soviet Ukraine from 1932 to 1933 that caused the deaths of millions of Ukrainians and is widely regarded as a genocide.
  • E. State of Food Security and Nutrition in the World
    State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
  • 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: Poverty and Famines
Triple: [Amartya Sen, notableWork, Poverty and Famines]
Generated description
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Poverty and Famines
Target entity description: Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
  • A. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • B. Malthusian catastrophe
    A Malthusian catastrophe is a theoretical scenario in which unchecked population growth outstrips food production, leading to widespread famine, disease, and social collapse.
  • C. Great Famine
    The Great Famine was a catastrophic mid-19th-century potato blight in Ireland that caused mass starvation, disease, and a huge wave of emigration, particularly to North America.
  • D. Holodomor
    The Holodomor was a man-made famine in Soviet Ukraine from 1932 to 1933 that caused the deaths of millions of Ukrainians and is widely regarded as a genocide.
  • E. State of Food Security and Nutrition in the World
    State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
  • 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a258b58efc8190959c86f73d67b744 completed Feb. 28, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e0f8bf748190b2752f250a63d8e3 completed Feb. 28, 2026, 12:35 p.m.
NEDg Description generation batch_69a2e16a3c088190a7ed30c60da89e6e completed Feb. 28, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69a2e2a9c8608190a65a4a3b80cd6970 completed Feb. 28, 2026, 12:42 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.