Triple

T13360224
Position Surface form Disambiguated ID Type / Status
Subject Stuart Hall E318800 entity
Predicate notableWork P4 FINISHED
Object Representation: Cultural Representations and Signifying Practices
"Representation: Cultural Representations and Signifying Practices" is a foundational collection of essays edited by Stuart Hall that explores how meaning is produced and circulated through cultural images, language, and media.
E1036686 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: Representation: Cultural Representations and Signifying Practices | Statement: [Stuart Hall, notableWork, Representation: Cultural Representations and Signifying Practices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Representation: Cultural Representations and Signifying Practices
Context triple: [Stuart Hall, notableWork, Representation: Cultural Representations and Signifying Practices]
  • A. 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.
  • B. Black Looks: Race and Representation
    Black Looks: Race and Representation is a collection of critical essays by bell hooks that examines the politics of race, gender, and representation in popular culture and visual media.
  • C. Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern
    *Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern* is a critical theory book by Douglas Kellner that analyzes how contemporary media shapes cultural identities, power relations, and political life in the transition from modernity to postmodernity.
  • D. 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.
  • E. Yearning: Race, Gender, and Cultural Politics
    *Yearning: Race, Gender, and Cultural Politics* is a collection of critical essays by bell hooks that examines the intersections of race, gender, class, and culture in contemporary 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: Representation: Cultural Representations and Signifying Practices
Triple: [Stuart Hall, notableWork, Representation: Cultural Representations and Signifying Practices]
Generated description
"Representation: Cultural Representations and Signifying Practices" is a foundational collection of essays edited by Stuart Hall that explores how meaning is produced and circulated through cultural images, language, and media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Representation: Cultural Representations and Signifying Practices
Target entity description: "Representation: Cultural Representations and Signifying Practices" is a foundational collection of essays edited by Stuart Hall that explores how meaning is produced and circulated through cultural images, language, and media.
  • A. 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.
  • B. Black Looks: Race and Representation
    Black Looks: Race and Representation is a collection of critical essays by bell hooks that examines the politics of race, gender, and representation in popular culture and visual media.
  • C. Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern
    *Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern* is a critical theory book by Douglas Kellner that analyzes how contemporary media shapes cultural identities, power relations, and political life in the transition from modernity to postmodernity.
  • D. 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.
  • E. Yearning: Race, Gender, and Cultural Politics
    *Yearning: Race, Gender, and Cultural Politics* is a collection of critical essays by bell hooks that examines the intersections of race, gender, class, and culture in contemporary society.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da6289edf4819099b21cfbb668e923 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267ab580819091577c24dd952c99 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 9:32 p.m.