Triple

T5754232
Position Surface form Disambiguated ID Type / Status
Subject Gutter Rainbows E126925 entity
Predicate hasTrack P3284 FINISHED
Object 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.
 E546718 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: Uh Oh | Statement: [Gutter Rainbows, hasTrack, Uh Oh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Uh Oh
Context triple: [Gutter Rainbows, hasTrack, Uh Oh]
  • A. Uh-Oh
    Uh-Oh is a 1992 solo album by David Byrne that blends art rock with Latin and world music influences.
  • B. Oh No
    Oh No is an American hip hop producer and rapper known for his eclectic, sample-heavy beats and collaborations across the underground rap scene.
  • C. Oh No
    "Oh No" is a hip hop track by Snoop Dogg from his album *R&G (Rhythm & Gangsta): The Masterpiece*.
  • D. Oh Yeah
    "Oh Yeah" is a single released by the band Broken Silence, known within their discography as one of their notable tracks.
  • E. Oh Yeah!
    Oh Yeah! is a song by the American rock band Father of All Motherfuckers.
  • 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: Uh Oh
Triple: [Gutter Rainbows, hasTrack, Uh Oh]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Uh Oh
Target entity description: "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.
  • A. Uh-Oh
    Uh-Oh is a 1992 solo album by David Byrne that blends art rock with Latin and world music influences.
  • B. Oh No
    Oh No is an American hip hop producer and rapper known for his eclectic, sample-heavy beats and collaborations across the underground rap scene.
  • C. Oh No
    "Oh No" is a hip hop track by Snoop Dogg from his album *R&G (Rhythm & Gangsta): The Masterpiece*.
  • D. Oh Yeah
    "Oh Yeah" is a single released by the band Broken Silence, known within their discography as one of their notable tracks.
  • E. Oh Yeah!
    Oh Yeah! is a song by the American rock band Father of All Motherfuckers.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02904dcf481909e4340a64ee1034e completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097ffbf848190ba20a72c676d2c8e completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098f32f7081908d9306afc30147a1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0996fb9148190ae8c09f4816d00b8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:49 p.m.