Triple
T13360389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cultural studies |
E318803
|
entity |
| Predicate | isAssociatedWith |
P2830
|
FINISHED |
| Object | Stuart Hall |
E318800
|
NE FINISHED |
How this triple was built (2 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: [Cultural studies, isAssociatedWith, Stuart Hall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Hall Context triple: [Cultural studies, isAssociatedWith, 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.
Stuart Hall
chosen
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.
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.
-
D.
Paul Gilroy
Paul Gilroy is a British scholar and cultural theorist renowned for his work on race, diaspora, and postcolonial identity, particularly through his influential book "The Black Atlantic."
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 9, 2026, 9:32 p.m.