Triple

T11822745
Position Surface form Disambiguated ID Type / Status
Subject Little Dorrit E281178 entity
Predicate hasPart P35 FINISHED
Object Poverty
Poverty is the condition in which individuals or communities lack the financial resources and essentials needed for a minimum standard of living.
E948359 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 | Statement: [Little Dorrit, hasPart, Poverty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Poverty
Context triple: [Little Dorrit, hasPart, Poverty]
  • A. 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.
  • B. Punishing the Poor
    Punishing the Poor is a sociological study by Loïc Wacquant that critiques the rise of punitive welfare and mass incarceration policies as tools for managing poverty and social marginality in neoliberal societies.
  • C. Poor People
    Poor People is a nonfiction book by William T. Vollmann that examines global poverty through on-the-ground interviews, reportage, and philosophical reflection.
  • D. Prisons of Poverty
    Prisons of Poverty is a sociological study by Loïc Wacquant that critiques the rise of punitive penal policies and mass incarceration as tools for managing poverty and social marginality in advanced capitalist societies.
  • E. Poor Economics
    Poor Economics is an influential book on global poverty that uses rigorous field experiments and empirical research to challenge common assumptions and propose evidence-based solutions for helping the poor.
  • 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
Triple: [Little Dorrit, hasPart, Poverty]
Generated description
Poverty is the condition in which individuals or communities lack the financial resources and essentials needed for a minimum standard of living.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Poverty
Target entity description: Poverty is the condition in which individuals or communities lack the financial resources and essentials needed for a minimum standard of living.
  • A. 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.
  • B. Punishing the Poor
    Punishing the Poor is a sociological study by Loïc Wacquant that critiques the rise of punitive welfare and mass incarceration policies as tools for managing poverty and social marginality in neoliberal societies.
  • C. Poor People
    Poor People is a nonfiction book by William T. Vollmann that examines global poverty through on-the-ground interviews, reportage, and philosophical reflection.
  • D. Prisons of Poverty
    Prisons of Poverty is a sociological study by Loïc Wacquant that critiques the rise of punitive penal policies and mass incarceration as tools for managing poverty and social marginality in advanced capitalist societies.
  • E. Poor Economics
    Poor Economics is an influential book on global poverty that uses rigorous field experiments and empirical research to challenge common assumptions and propose evidence-based solutions for helping the poor.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5e9c50481909b2287a0b23d2094 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131f4e2ec8190a78c101e17eaa5c0 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8a1b788190a1704d6e102342e3 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f15715a1588190ba0ec21647adc57c completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.