Triple

T9127108
Position Surface form Disambiguated ID Type / Status
Subject Natacha Atlas E218992 entity
Predicate associatedBand P6597 FINISHED
Object Transglobal Underground
Transglobal Underground is a British music collective known for its innovative fusion of electronic dance music with Middle Eastern, African, and Asian influences.
 E779738 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: Transglobal Underground | Statement: [Natacha Atlas, associatedBand, Transglobal Underground]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transglobal Underground
Context triple: [Natacha Atlas, associatedBand, Transglobal Underground]
  • A. Worldwide Underground
    Worldwide Underground is a neo-soul/hip-hop-influenced EP by Erykah Badu known for its jam-oriented, experimental sound and collaborative feel.
  • B. Global Underground
    Global Underground is a renowned electronic music label and mix series best known for its DJ-led compilations that capture the sound of club culture in cities around the world.
  • C. Chemikal Underground
    Chemikal Underground is an independent Scottish record label known for releasing influential post-rock and alternative music, including early work by bands like Mogwai.
  • D. Digital Underground
    Digital Underground was an influential Oakland-based hip hop group known for its playful, funk-inspired sound and for launching the career of rapper Tupac Shakur.
  • E. One Nation Underground
    One Nation Underground is the 1967 debut album by American psychedelic folk band Pearls Before Swine, noted for its experimental sound and politically charged themes.
  • 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: Transglobal Underground
Triple: [Natacha Atlas, associatedBand, Transglobal Underground]
Generated description
Transglobal Underground is a British music collective known for its innovative fusion of electronic dance music with Middle Eastern, African, and Asian influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transglobal Underground
Target entity description: Transglobal Underground is a British music collective known for its innovative fusion of electronic dance music with Middle Eastern, African, and Asian influences.
  • A. Worldwide Underground
    Worldwide Underground is a neo-soul/hip-hop-influenced EP by Erykah Badu known for its jam-oriented, experimental sound and collaborative feel.
  • B. Global Underground
    Global Underground is a renowned electronic music label and mix series best known for its DJ-led compilations that capture the sound of club culture in cities around the world.
  • C. Chemikal Underground
    Chemikal Underground is an independent Scottish record label known for releasing influential post-rock and alternative music, including early work by bands like Mogwai.
  • D. Digital Underground
    Digital Underground was an influential Oakland-based hip hop group known for its playful, funk-inspired sound and for launching the career of rapper Tupac Shakur.
  • E. One Nation Underground
    One Nation Underground is the 1967 debut album by American psychedelic folk band Pearls Before Swine, noted for its experimental sound and politically charged themes.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8c93d3c8190b003b2b1af2003b2 completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d030a1042c8190a31c76638a95a2cf completed April 3, 2026, 9:26 p.m.
NEDg Description generation batch_69d0318ef52c8190bfa0bef6a8d41daa completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d03571c4648190bd546152c61c55a5 completed April 3, 2026, 9:47 p.m.
Created at: March 30, 2026, 7:18 p.m.