Triple

T13600557
Position Surface form Disambiguated ID Type / Status
Subject Mathangi Arulpragasam E324929 entity
Predicate notableWork P4 FINISHED
Object Bad Girls
"Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., known for its Middle Eastern–influenced production and a visually striking, stunt-filled music video that critiques gender norms and driving bans.
 E1048844 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: Bad Girls | Statement: [Mathangi Arulpragasam, notableWork, Bad Girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Girls
Context triple: [Mathangi Arulpragasam, notableWork, Bad Girls]
  • A. Bad Girls
    "Bad Girls" is a 1979 disco hit album by Donna Summer, widely regarded as one of her signature works and a landmark of the disco era.
  • B. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • C. 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.
  • D. Bad Girls Club
    "Bad Girls Club" is a reality television series that follows the dramatic lives and conflicts of a group of young women living together in a shared house.
  • E. Some Girls
    Some Girls is a British television sitcom best known for its comedic portrayal of the lives of four teenage girls at an inner-city London school.
  • 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: Bad Girls
Triple: [Mathangi Arulpragasam, notableWork, Bad Girls]
Generated description
"Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., known for its Middle Eastern–influenced production and a visually striking, stunt-filled music video that critiques gender norms and driving bans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Girls
Target entity description: "Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., known for its Middle Eastern–influenced production and a visually striking, stunt-filled music video that critiques gender norms and driving bans.
  • A. Bad Girls
    "Bad Girls" is a 1979 disco hit album by Donna Summer, widely regarded as one of her signature works and a landmark of the disco era.
  • B. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • C. 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.
  • D. Bad Girls Club
    "Bad Girls Club" is a reality television series that follows the dramatic lives and conflicts of a group of young women living together in a shared house.
  • E. Some Girls
    Some Girls is a British television sitcom best known for its comedic portrayal of the lives of four teenage girls at an inner-city London school.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07ad3f48190a2173e42c5cfedb1 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bcc1ed88190bbf6c83001703b84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f776449724819096d5363184839e66 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 9, 2026, 9:49 p.m.