Triple

T12986345
Position Surface form Disambiguated ID Type / Status
Subject Raymond Williams E321775 entity
Predicate notableWork P4 FINISHED
Object Keywords: A Vocabulary of Culture and Society
"Keywords: A Vocabulary of Culture and Society" is a seminal reference work by cultural theorist Raymond Williams that analyzes the shifting meanings of key terms central to modern culture, politics, and society.
E1013634 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: Keywords: A Vocabulary of Culture and Society | Statement: [Raymond Williams, notableWork, Keywords: A Vocabulary of Culture and Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keywords: A Vocabulary of Culture and Society
Context triple: [Raymond Williams, notableWork, Keywords: A Vocabulary of Culture and Society]
  • 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. 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.
  • 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. Language in Culture and Society
    Language in Culture and Society is a foundational anthology in linguistic anthropology that explores how language functions within social and cultural contexts.
  • E. book "The Interpretation of Cultures"
    "The Interpretation of Cultures" is a seminal 1973 collection of essays by anthropologist Clifford Geertz that advances the concept of culture as a system of shared symbols and emphasizes "thick description" as a method for interpreting human behavior.
  • 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: Keywords: A Vocabulary of Culture and Society
Triple: [Raymond Williams, notableWork, Keywords: A Vocabulary of Culture and Society]
Generated description
"Keywords: A Vocabulary of Culture and Society" is a seminal reference work by cultural theorist Raymond Williams that analyzes the shifting meanings of key terms central to modern culture, politics, and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keywords: A Vocabulary of Culture and Society
Target entity description: "Keywords: A Vocabulary of Culture and Society" is a seminal reference work by cultural theorist Raymond Williams that analyzes the shifting meanings of key terms central to modern culture, politics, and society.
  • 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. 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.
  • 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. Language in Culture and Society
    Language in Culture and Society is a foundational anthology in linguistic anthropology that explores how language functions within social and cultural contexts.
  • E. book "The Interpretation of Cultures"
    "The Interpretation of Cultures" is a seminal 1973 collection of essays by anthropologist Clifford Geertz that advances the concept of culture as a system of shared symbols and emphasizes "thick description" as a method for interpreting human behavior.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5f47ec8190b39107bc016f9824 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f6245c8190867417c3ef1852e5 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba3daefc81908eca79fd4a8df89f completed May 3, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:40 p.m.