Triple

T16657791
Position Surface form Disambiguated ID Type / Status
Subject Romain Gavras E404777 entity
Predicate directedMusicVideoFor P4911 FINISHED
Object M.I.A. – Bad Girls
"Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., best known for its Middle Eastern–influenced production and its visually striking, politically charged music video featuring car stunts and subversive imagery.
 E1225644 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: M.I.A. – Bad Girls | Statement: [Romain Gavras, directedMusicVideoFor, M.I.A. – Bad Girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M.I.A. – Bad Girls
Context triple: [Romain Gavras, directedMusicVideoFor, M.I.A. – Bad Girls]
  • A. Bad Girl (Remix)
    "Bad Girl (Remix)" is a remixed version of Usher's R&B track "Bad Girl," featured as bonus content on the Confessions Special Edition release.
  • B. Bad Girl
    "Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
  • C. Bad Girl
    "Bad Girl" is a track from the album "Erotica," known for its provocative themes and sensual style.
  • D. I'm Bad
    "I'm Bad" is a 1987 hardcore hip hop single by LL Cool J, known for its aggressive braggadocio lyrics and status as one of his signature early hits.
  • E. She Bad
    "She Bad" is a song titled track by the artist Jamz, likely in the hip-hop or R&B genre.
  • 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: M.I.A. – Bad Girls
Triple: [Romain Gavras, directedMusicVideoFor, M.I.A. – Bad Girls]
Generated description
"Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., best known for its Middle Eastern–influenced production and its visually striking, politically charged music video featuring car stunts and subversive imagery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M.I.A. – Bad Girls
Target entity description: "Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., best known for its Middle Eastern–influenced production and its visually striking, politically charged music video featuring car stunts and subversive imagery.
  • A. Bad Girl (Remix)
    "Bad Girl (Remix)" is a remixed version of Usher's R&B track "Bad Girl," featured as bonus content on the Confessions Special Edition release.
  • B. Bad Girl
    "Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
  • C. Bad Girl
    "Bad Girl" is a track from the album "Erotica," known for its provocative themes and sensual style.
  • D. I'm Bad
    "I'm Bad" is a 1987 hardcore hip hop single by LL Cool J, known for its aggressive braggadocio lyrics and status as one of his signature early hits.
  • E. She Bad
    "She Bad" is a song titled track by the artist Jamz, likely in the hip-hop or R&B genre.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bfbfd7c819092c92f6c8da07dbd completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084ccbc888190816cdf0ea67b0a90 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008576b0bc81909fdf0b7d26f4c2c1 completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0085e4b6ec81908383085ff08f0dce completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:18 a.m.