Triple

T6882650
Position Surface form Disambiguated ID Type / Status
Subject TLC E158835 entity
Predicate debutAlbum P3278 FINISHED
Object Ooooooohhh... On the TLC Tip
"Ooooooohhh... On the TLC Tip" is the first studio album by American girl group TLC, showcasing their early blend of R&B, hip hop, and new jack swing that introduced their playful, socially conscious style.
E625135 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: Ooooooohhh... On the TLC Tip | Statement: [TLC, debutAlbum, Ooooooohhh... On the TLC Tip]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ooooooohhh... On the TLC Tip
Context triple: [TLC, debutAlbum, Ooooooohhh... On the TLC Tip]
  • A. Uh Oh
    "Uh Oh" is a song by American rapper Talib Kweli from his album *Gutter Rainbows*, showcasing his socially conscious lyricism over a soulful, boom-bap-influenced beat.
  • B. Uh-Oh
    Uh-Oh is a 1992 solo album by David Byrne that blends art rock with Latin and world music influences.
  • C. Sure Thing
    "Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
  • D. Shoop
    "Shoop" is a 1993 hit hip hop single by Salt-N-Pepa known for its catchy hook and playful, female-empowering lyrics.
  • E. Ain't That a Bitch
    "Ain't That a Bitch" is a track from Lil Wayne’s acclaimed album *Tha Carter*, showcasing his punchline-heavy Southern hip hop style.
  • 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: Ooooooohhh... On the TLC Tip
Triple: [TLC, debutAlbum, Ooooooohhh... On the TLC Tip]
Generated description
"Ooooooohhh... On the TLC Tip" is the first studio album by American girl group TLC, showcasing their early blend of R&B, hip hop, and new jack swing that introduced their playful, socially conscious style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ooooooohhh... On the TLC Tip
Target entity description: "Ooooooohhh... On the TLC Tip" is the first studio album by American girl group TLC, showcasing their early blend of R&B, hip hop, and new jack swing that introduced their playful, socially conscious style.
  • A. Uh Oh
    "Uh Oh" is a song by American rapper Talib Kweli from his album *Gutter Rainbows*, showcasing his socially conscious lyricism over a soulful, boom-bap-influenced beat.
  • B. Uh-Oh
    Uh-Oh is a 1992 solo album by David Byrne that blends art rock with Latin and world music influences.
  • C. Sure Thing
    "Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
  • D. Shoop
    "Shoop" is a 1993 hit hip hop single by Salt-N-Pepa known for its catchy hook and playful, female-empowering lyrics.
  • E. Ain't That a Bitch
    "Ain't That a Bitch" is a track from Lil Wayne’s acclaimed album *Tha Carter*, showcasing his punchline-heavy Southern hip hop style.
  • 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e90c9481908d00634f67fa71f8 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742d00d848190a4bab9800a7e3888 completed March 28, 2026, 2:54 a.m.
NEDg Description generation batch_69c74389290c8190a9a2a3675c31316b completed March 28, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7444e57a881908808a4bd96505048 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:23 p.m.