Triple

T17487545
Position Surface form Disambiguated ID Type / Status
Subject Consequences of Pragmatism E425813 entity
Predicate hasPart P35 FINISHED
Object “Method, Social Science, and Social Hope”
“Method, Social Science, and Social Hope” is an essay by philosopher Richard Rorty that explores how pragmatist ideas can reshape social science and foster a more hopeful, reform-oriented vision of society.
E425815 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: “Method, Social Science, and Social Hope” | Statement: [Consequences of Pragmatism, hasPart, “Method, Social Science, and Social Hope”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Method, Social Science, and Social Hope”
Context triple: [Consequences of Pragmatism, hasPart, “Method, Social Science, and Social Hope”]
  • A. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • B. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • C. “The Hollow Hope: Can Courts Bring About Social Change?”
    “The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
  • D. Foundations of Social Theory
    Foundations of Social Theory is a major sociological work that systematically develops a rational choice framework to explain how individual actions generate larger social structures and institutions.
  • E. Philosophy and Social Hope
    Philosophy and Social Hope is a collection of essays by Richard Rorty that explores his pragmatist views on truth, liberalism, and the role of philosophy in fostering a more tolerant, democratic society.
  • 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: “Method, Social Science, and Social Hope”
Triple: [Consequences of Pragmatism, hasPart, “Method, Social Science, and Social Hope”]
Generated description
“Method, Social Science, and Social Hope” is an essay by philosopher Richard Rorty that explores how pragmatist ideas can reshape social science and foster a more hopeful, reform-oriented vision of society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Method, Social Science, and Social Hope”
Target entity description: “Method, Social Science, and Social Hope” is an essay by philosopher Richard Rorty that explores how pragmatist ideas can reshape social science and foster a more hopeful, reform-oriented vision of society.
  • A. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • B. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • C. “The Hollow Hope: Can Courts Bring About Social Change?”
    “The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
  • D. Foundations of Social Theory
    Foundations of Social Theory is a major sociological work that systematically develops a rational choice framework to explain how individual actions generate larger social structures and institutions.
  • E. Philosophy and Social Hope chosen
    Philosophy and Social Hope is a collection of essays by Richard Rorty that explores his pragmatist views on truth, liberalism, and the role of philosophy in fostering a more tolerant, democratic society.
  • F. None of above.

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_69d889dccf7481909264a1844a2e9100 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451d376708190a97804529174eaf2 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c1fe58c88190af53de4e32869075 completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c2b9731481908250935ea31ed0e9 completed May 11, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_6a01c36efec0819082777c41218a3150 completed May 11, 2026, 11:54 a.m.
Created at: April 10, 2026, 5:48 a.m.