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.