Triple

T2999956
Position Surface form Disambiguated ID Type / Status
Subject Antonio Gramsci E81160 entity
Predicate influenced P9 FINISHED
Object 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.
E321775 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: Raymond Williams | Statement: [Antonio Gramsci, influenced, Raymond Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond Williams
Context triple: [Antonio Gramsci, influenced, Raymond Williams]
  • A. Stuart Hall
    Stuart Hall is a principal academic and administrative building on the campus of Princeton Theological Seminary in Princeton, New Jersey.
  • B. 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.
  • C. 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.
  • D. Michael Oakeshott
    Michael Oakeshott was a 20th-century British political philosopher known for his skeptical, anti-rationalist account of politics and his influential work on conservatism and the philosophy of history.
  • E. Perry Anderson
    Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
  • 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: Raymond Williams
Triple: [Antonio Gramsci, influenced, Raymond Williams]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond Williams
Target entity description: 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.
  • A. Stuart Hall
    Stuart Hall is a principal academic and administrative building on the campus of Princeton Theological Seminary in Princeton, New Jersey.
  • B. 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.
  • C. 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.
  • D. Michael Oakeshott
    Michael Oakeshott was a 20th-century British political philosopher known for his skeptical, anti-rationalist account of politics and his influential work on conservatism and the philosophy of history.
  • E. Perry Anderson
    Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f8eb248190b50fd539a06a5a62 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dea057a48190a7911d8d6046dd3d completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1e6b8848481908871662d94f866c1 completed March 11, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69b1e6fee8148190b9f241aa52198432 completed March 11, 2026, 10:04 p.m.
Created at: March 8, 2026, 2:59 p.m.