Triple

T8871463
Position Surface form Disambiguated ID Type / Status
Subject Ann Swidler E211165 entity
Predicate notableWork P4 FINISHED
Object Culture in Action: Symbols and Strategies
Culture in Action: Symbols and Strategies is a foundational sociological essay by Ann Swidler that argues culture shapes action by providing a repertoire of symbols, stories, and strategies that people draw on to construct lines of conduct.
E763080 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: Culture in Action: Symbols and Strategies | Statement: [Ann Swidler, notableWork, Culture in Action: Symbols and Strategies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Culture in Action: Symbols and Strategies
Context triple: [Ann Swidler, notableWork, Culture in Action: Symbols and Strategies]
  • A. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • B. Theory of Culture Change
    Theory of Culture Change is an influential anthropological work that develops Julian Steward’s concept of cultural ecology, explaining how cultures adapt to their environmental and social contexts through multilinear evolution.
  • C. A Scientific Theory of Culture and Other Essays
    A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.
  • D. The Effectiveness of Symbols
    "The Effectiveness of Symbols" is a seminal essay by Claude Lévi-Strauss that analyzes how symbolic systems, such as ritual and language, can exert real psychological and social effects.
  • E. Toward Ethnographies of Communication
    Toward Ethnographies of Communication is a foundational scholarly work in linguistic anthropology and sociolinguistics that helped establish the ethnography of communication as a key approach to studying language use in social context.
  • 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: Culture in Action: Symbols and Strategies
Triple: [Ann Swidler, notableWork, Culture in Action: Symbols and Strategies]
Generated description
Culture in Action: Symbols and Strategies is a foundational sociological essay by Ann Swidler that argues culture shapes action by providing a repertoire of symbols, stories, and strategies that people draw on to construct lines of conduct.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Culture in Action: Symbols and Strategies
Target entity description: Culture in Action: Symbols and Strategies is a foundational sociological essay by Ann Swidler that argues culture shapes action by providing a repertoire of symbols, stories, and strategies that people draw on to construct lines of conduct.
  • A. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • B. Theory of Culture Change
    Theory of Culture Change is an influential anthropological work that develops Julian Steward’s concept of cultural ecology, explaining how cultures adapt to their environmental and social contexts through multilinear evolution.
  • C. A Scientific Theory of Culture and Other Essays
    A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.
  • D. The Effectiveness of Symbols
    "The Effectiveness of Symbols" is a seminal essay by Claude Lévi-Strauss that analyzes how symbolic systems, such as ritual and language, can exert real psychological and social effects.
  • E. Toward Ethnographies of Communication
    Toward Ethnographies of Communication is a foundational scholarly work in linguistic anthropology and sociolinguistics that helped establish the ethnography of communication as a key approach to studying language use in social context.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61281e888190a32b08980310979f completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0f1f1888190a5b514b895e44799 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa1ee350881909355371d824ebe3d completed April 3, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69cfa26ab1b881909e42a435f4e3333c completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:51 p.m.