Triple

T13360391
Position Surface form Disambiguated ID Type / Status
Subject Cultural studies E318803 entity
Predicate isAssociatedWith P2830 FINISHED
Object Richard Hoggart
Richard Hoggart was a British cultural critic and scholar whose work on working-class culture and mass media helped lay the foundations for the academic field of cultural studies.
E1038468 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: Richard Hoggart | Statement: [Cultural studies, isAssociatedWith, Richard Hoggart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Hoggart
Context triple: [Cultural studies, isAssociatedWith, Richard Hoggart]
  • A. Raymond Williams
    Raymond Williams was a Welsh cultural theorist, literary critic, and socialist thinker whose work helped found cultural studies and deeply shaped Marxist approaches to culture and media.
  • B. Robert Fryer
    Robert Fryer was a prominent American theatrical and film producer known for staging major Broadway musicals and plays in the mid-20th century.
  • C. Stuart Hall
    Stuart Hall is a principal academic and administrative building on the campus of Princeton Theological Seminary in Princeton, New Jersey.
  • D. Stuart Hall
    Stuart Hall was a pioneering cultural theorist and sociologist whose work helped found British cultural studies and profoundly shaped contemporary understandings of race, identity, and media.
  • E. Edward P. Thompson
    Edward P. Thompson was a British historian and socialist known for his influential work "The Making of the English Working Class" and his contributions to social history and leftist political thought.
  • 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: Richard Hoggart
Triple: [Cultural studies, isAssociatedWith, Richard Hoggart]
Generated description
Richard Hoggart was a British cultural critic and scholar whose work on working-class culture and mass media helped lay the foundations for the academic field of cultural studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Hoggart
Target entity description: Richard Hoggart was a British cultural critic and scholar whose work on working-class culture and mass media helped lay the foundations for the academic field of cultural studies.
  • A. Raymond Williams
    Raymond Williams was a Welsh cultural theorist, literary critic, and socialist thinker whose work helped found cultural studies and deeply shaped Marxist approaches to culture and media.
  • B. Robert Fryer
    Robert Fryer was a prominent American theatrical and film producer known for staging major Broadway musicals and plays in the mid-20th century.
  • C. Stuart Hall
    Stuart Hall is a principal academic and administrative building on the campus of Princeton Theological Seminary in Princeton, New Jersey.
  • D. Stuart Hall
    Stuart Hall was a pioneering cultural theorist and sociologist whose work helped found British cultural studies and profoundly shaped contemporary understandings of race, identity, and media.
  • E. Edward P. Thompson
    Edward P. Thompson was a British historian and socialist known for his influential work "The Making of the English Working Class" and his contributions to social history and leftist political thought.
  • 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_69f730687e548190ab1504d43f250e09 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7320c075081909b377de7e6e2abd0 completed May 3, 2026, 11:31 a.m.
NED2 Entity disambiguation (via description) batch_69f73285fd288190a023f20925fb5d5e completed May 3, 2026, 11:33 a.m.
Created at: April 9, 2026, 9:32 p.m.