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.