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.