Triple

T517696
Position Surface form Disambiguated ID Type / Status
Subject Irene Khan E10743 entity
Predicate notableWork P4 FINISHED
Object 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.
E64568 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: The Unheard Truth: Poverty and Human Rights | Statement: [Irene Khan, notableWork, The Unheard Truth: Poverty and Human Rights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Unheard Truth: Poverty and Human Rights
Context triple: [Irene Khan, notableWork, The Unheard Truth: Poverty and Human Rights]
  • 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. 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.
  • C. 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.
  • D. Optional Protocol to the International Covenant on Economic, Social and Cultural Rights
    The Optional Protocol to the International Covenant on Economic, Social and Cultural Rights is a human rights treaty that establishes complaint and inquiry mechanisms allowing individuals and groups to seek international review of alleged violations of their economic, social, and cultural rights.
  • E. Development as Freedom
    Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
  • 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: The Unheard Truth: Poverty and Human Rights
Triple: [Irene Khan, notableWork, The Unheard Truth: Poverty and Human Rights]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Unheard Truth: Poverty and Human Rights
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Optional Protocol to the International Covenant on Economic, Social and Cultural Rights
    The Optional Protocol to the International Covenant on Economic, Social and Cultural Rights is a human rights treaty that establishes complaint and inquiry mechanisms allowing individuals and groups to seek international review of alleged violations of their economic, social, and cultural rights.
  • E. Development as Freedom
    Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f19d81d48190bd65a02059fc8473 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42d1a348190abc23d22bda5d9a2 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a4a83cb48190a5d80557c5573ab2 completed March 1, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4a52e4ae081909f880462479fc51f completed March 1, 2026, 8:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.