Triple
T13360387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cultural studies |
E318803
|
entity |
| Predicate | isAssociatedWith |
P2830
|
FINISHED |
| Object |
Birmingham School
The Birmingham School is a pioneering intellectual tradition in cultural studies, known for its Marxist-influenced analysis of popular culture, subcultures, and power relations developed at the Centre for Contemporary Cultural Studies at the University of Birmingham.
|
E1036698
|
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: Birmingham School | Statement: [Cultural studies, isAssociatedWith, Birmingham School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham School Context triple: [Cultural studies, isAssociatedWith, Birmingham School]
-
A.
West School
West School is a public elementary school serving students in the New Canaan, Connecticut community.
-
B.
Birkenhead School
Birkenhead School is an independent, co-educational day school in Birkenhead, Merseyside, England, known for its strong academic tradition and notable alumni.
-
C.
Birmingham Municipal Technical School
Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
-
D.
Solihull School
Solihull School is an independent co-educational day school in Solihull, England, known for its strong academic reputation and extensive extracurricular offerings.
-
E.
Bristol Academy
Bristol Academy was a 19th-century educational institution in the United States attended by future Union Army officer and judge Arthur MacArthur Sr.
- 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: Birmingham School Triple: [Cultural studies, isAssociatedWith, Birmingham School]
Generated description
The Birmingham School is a pioneering intellectual tradition in cultural studies, known for its Marxist-influenced analysis of popular culture, subcultures, and power relations developed at the Centre for Contemporary Cultural Studies at the University of Birmingham.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham School Target entity description: The Birmingham School is a pioneering intellectual tradition in cultural studies, known for its Marxist-influenced analysis of popular culture, subcultures, and power relations developed at the Centre for Contemporary Cultural Studies at the University of Birmingham.
-
A.
West School
West School is a public elementary school serving students in the New Canaan, Connecticut community.
-
B.
Birkenhead School
Birkenhead School is an independent, co-educational day school in Birkenhead, Merseyside, England, known for its strong academic tradition and notable alumni.
-
C.
Birmingham Municipal Technical School
Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
-
D.
Solihull School
Solihull School is an independent co-educational day school in Solihull, England, known for its strong academic reputation and extensive extracurricular offerings.
-
E.
Bristol Academy
Bristol Academy was a 19th-century educational institution in the United States attended by future Union Army officer and judge Arthur MacArthur Sr.
- 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_69f7267ab580819091577c24dd952c99 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7277a73248190aa59a997d719cab8 |
completed | May 3, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7281e150081909a92201ceb30b8d6 |
completed | May 3, 2026, 10:49 a.m. |
Created at: April 9, 2026, 9:32 p.m.