Triple

T9904833
Position Surface form Disambiguated ID Type / Status
Subject The Stereotypes E184977 entity
Predicate notableWork P4 FINISHED
Object Bad Boy (Red Velvet song, production)
Bad Boy (Red Velvet song, production) is the sleek, R&B-influenced pop track by K-pop group Red Velvet whose polished, groove-heavy sound showcases The Stereotypes’ signature production style.
 E827306 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 Boy (Red Velvet song, production) | Statement: [The Stereotypes, notableWork, Bad Boy (Red Velvet song, production)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Boy (Red Velvet song, production)
Context triple: [The Stereotypes, notableWork, Bad Boy (Red Velvet song, production)]
  • 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. Mr. Bad Guy
    Mr. Bad Guy is Freddie Mercury’s 1985 debut solo studio album, showcasing his distinctive vocals in a blend of pop, rock, and disco influences.
  • C. Hot Boy
    "Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
  • D. 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.
  • E. Hot Boy (remix)
    "Hot Boy (remix)" is a popular remix of Bobby Shmurda’s breakout rap hit that features additional guest verses and helped extend the song’s impact in hip-hop culture.
  • 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 Boy (Red Velvet song, production)
Triple: [The Stereotypes, notableWork, Bad Boy (Red Velvet song, production)]
Generated description
Bad Boy (Red Velvet song, production) is the sleek, R&B-influenced pop track by K-pop group Red Velvet whose polished, groove-heavy sound showcases The Stereotypes’ signature production style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Boy (Red Velvet song, production)
Target entity description: Bad Boy (Red Velvet song, production) is the sleek, R&B-influenced pop track by K-pop group Red Velvet whose polished, groove-heavy sound showcases The Stereotypes’ signature production style.
  • 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. Mr. Bad Guy
    Mr. Bad Guy is Freddie Mercury’s 1985 debut solo studio album, showcasing his distinctive vocals in a blend of pop, rock, and disco influences.
  • C. Hot Boy
    "Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
  • D. 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.
  • E. Hot Boy (remix)
    "Hot Boy (remix)" is a popular remix of Bobby Shmurda’s breakout rap hit that features additional guest verses and helped extend the song’s impact in hip-hop culture.
  • 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_69ca8296165881908ca4750701af1f29 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb4e641e881909dfba78fcb96c433 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb2c1d5c8190b6f1c43254487893 completed April 5, 2026, 4:55 a.m.
NEDg Description generation batch_69d1ebbd5b708190869e9b72ef872be4 completed April 5, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec25192081908b384cefb5c325f1 completed April 5, 2026, 4:59 a.m.
Created at: March 30, 2026, 8:40 p.m.