Triple
T11797415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jack Layton |
E280534
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Homelessness: The Making and Unmaking of a Crisis
Homelessness: The Making and Unmaking of a Crisis is a book by Canadian politician and activist Jack Layton that analyzes the roots of modern homelessness and proposes policy solutions to end it.
|
E947857
|
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: Homelessness: The Making and Unmaking of a Crisis | Statement: [Jack Layton, notableWork, Homelessness: The Making and Unmaking of a Crisis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Homelessness: The Making and Unmaking of a Crisis Context triple: [Jack Layton, notableWork, Homelessness: The Making and Unmaking of a Crisis]
-
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.
Dilemmas of Urban America
Dilemmas of Urban America is a seminal book by Robert C. Weaver that analyzes the social, economic, and racial challenges facing U.S. cities in the mid-20th century.
-
C.
The Right to the City
The Right to the City is Henri Lefebvre’s influential work that argues urban space should be democratically shaped and claimed by its inhabitants rather than controlled by capitalist and state interests.
-
D.
The Pruitt-Igoe Myth
The Pruitt-Igoe Myth is a 2011 documentary film that examines the rise and fall of the Pruitt–Igoe public housing complex in St. Louis to challenge prevailing narratives about its failure and the broader history of American urban policy.
-
E.
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.
- 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: Homelessness: The Making and Unmaking of a Crisis Triple: [Jack Layton, notableWork, Homelessness: The Making and Unmaking of a Crisis]
Generated description
Homelessness: The Making and Unmaking of a Crisis is a book by Canadian politician and activist Jack Layton that analyzes the roots of modern homelessness and proposes policy solutions to end it.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Homelessness: The Making and Unmaking of a Crisis Target entity description: Homelessness: The Making and Unmaking of a Crisis is a book by Canadian politician and activist Jack Layton that analyzes the roots of modern homelessness and proposes policy solutions to end 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.
Dilemmas of Urban America
Dilemmas of Urban America is a seminal book by Robert C. Weaver that analyzes the social, economic, and racial challenges facing U.S. cities in the mid-20th century.
-
C.
The Right to the City
The Right to the City is Henri Lefebvre’s influential work that argues urban space should be democratically shaped and claimed by its inhabitants rather than controlled by capitalist and state interests.
-
D.
The Pruitt-Igoe Myth
The Pruitt-Igoe Myth is a 2011 documentary film that examines the rise and fall of the Pruitt–Igoe public housing complex in St. Louis to challenge prevailing narratives about its failure and the broader history of American urban policy.
-
E.
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.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a1cda0819092d66a82fd882786 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131110aa081909aa0b0d532e473a5 |
completed | April 28, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69f14e879aa88190a95f13e23dd346f4 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f156fa5cc48190a43c1d2e5df346fe |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.