Triple

T2999955
Position Surface form Disambiguated ID Type / Status
Subject Antonio Gramsci E81160 entity
Predicate influenced P9 FINISHED
Object 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.
E318800 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: Stuart Hall | Statement: [Antonio Gramsci, influenced, Stuart Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuart Hall
Context triple: [Antonio Gramsci, influenced, Stuart Hall]
  • A. Stuart Hall
    Stuart Hall is a principal academic and administrative building on the campus of Princeton Theological Seminary in Princeton, New Jersey.
  • 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. Anthony Giddens
    Anthony Giddens is a British sociologist best known for developing structuration theory and for his influential work on modernity, globalization, and social theory.
  • D. Clive Loader
    Clive Loader is a retired senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of RAF Fighter Command.
  • 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: Stuart Hall
Triple: [Antonio Gramsci, influenced, Stuart Hall]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuart Hall
Target entity description: 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.
  • A. Stuart Hall
    Stuart Hall is a principal academic and administrative building on the campus of Princeton Theological Seminary in Princeton, New Jersey.
  • 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. Anthony Giddens
    Anthony Giddens is a British sociologist best known for developing structuration theory and for his influential work on modernity, globalization, and social theory.
  • D. Clive Loader
    Clive Loader is a retired senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of RAF Fighter Command.
  • 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_69b12e4b54188190bf900bf10061a57a completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b12f188c7c81908d1d575252dc4bda completed March 11, 2026, 9 a.m.
NED2 Entity disambiguation (via description) batch_69b1c9bccb3081909e6869b5cba68117 completed March 11, 2026, 7:59 p.m.
Created at: March 8, 2026, 2:59 p.m.