Triple

T17183719
Position Surface form Disambiguated ID Type / Status
Subject Vaughan Oliver E417044 entity
Predicate representedBy P1748 FINISHED
Object v23 studio
v23 studio is a graphic design studio best known for creating distinctive, often surreal album artwork and visual identities for alternative and indie music artists.
 E1254474 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: v23 studio | Statement: [Vaughan Oliver, representedBy, v23 studio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: v23 studio
Context triple: [Vaughan Oliver, representedBy, v23 studio]
  • A. Studio 2
    Studio 2 is one of the television production studios within the BBC Television Centre complex in London, historically used for recording and broadcasting a variety of BBC programs.
  • B. Studio 2
    Studio 2 is a notable recording room within Berlin’s historic Hansa Studios complex, known for hosting influential music productions.
  • C. Studio 3
    Studio 3 is one of the television production studios located within the BBC Television Centre complex in London.
  • D. Young Studio
    Young Studio is a historic artist’s studio located within Weir Farm National Historical Park in Connecticut, associated with the American Impressionist tradition.
  • E. Studion
    Studion is a performance space within Gothenburg City Theatre used for theatrical productions and related cultural events.
  • 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: v23 studio
Triple: [Vaughan Oliver, representedBy, v23 studio]
Generated description
v23 studio is a graphic design studio best known for creating distinctive, often surreal album artwork and visual identities for alternative and indie music artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: v23 studio
Target entity description: v23 studio is a graphic design studio best known for creating distinctive, often surreal album artwork and visual identities for alternative and indie music artists.
  • A. Studio 2
    Studio 2 is one of the television production studios within the BBC Television Centre complex in London, historically used for recording and broadcasting a variety of BBC programs.
  • B. Studio 2
    Studio 2 is a notable recording room within Berlin’s historic Hansa Studios complex, known for hosting influential music productions.
  • C. Studio 3
    Studio 3 is one of the television production studios located within the BBC Television Centre complex in London.
  • D. Young Studio
    Young Studio is a historic artist’s studio located within Weir Farm National Historical Park in Connecticut, associated with the American Impressionist tradition.
  • E. Studion
    Studion is a performance space within Gothenburg City Theatre used for theatrical productions and related cultural events.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d9416a48190a5930fcd6008dbaa completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0148490e448190a871483f81394aab completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a0149a552c88190a4f615f67459a705 completed May 11, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_6a014a095934819097be0ad099bcde66 completed May 11, 2026, 3:16 a.m.
Created at: April 10, 2026, 5:37 a.m.