Triple

T23370312
Position Surface form Disambiguated ID Type / Status
Subject Rich Homie Quan E593452 entity
Predicate notableWork P4 FINISHED
Object Flex (Ooh, Ooh, Ooh)
"Flex (Ooh, Ooh, Ooh)" is a 2015 hit hip-hop single by Rich Homie Quan known for its melodic flow, catchy hook, and widespread club and radio play.
 E1582818 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: Flex (Ooh, Ooh, Ooh) | Statement: [Rich Homie Quan, notableWork, Flex (Ooh, Ooh, Ooh)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flex (Ooh, Ooh, Ooh)
Context triple: [Rich Homie Quan, notableWork, Flex (Ooh, Ooh, Ooh)]
  • A. Ooh Yeah!
    Ooh Yeah! is a 1988 studio album by American pop duo Hall & Oates, marking their return after a four-year hiatus with a more contemporary, synth-driven sound.
  • B. 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.
  • C. Yes Oh
    Yes Oh is an Israeli television channel known for broadcasting original Hebrew-language drama series and other premium scripted content.
  • D. Uh-Oh
    Uh-Oh is a 1992 solo album by David Byrne that blends art rock with Latin and world music influences.
  • E. Fuh You
    "Fuh You" is a 2018 pop-rock single by Paul McCartney from his album *Egypt Station*, noted for its playful double entendre and modern production.
  • 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: Flex (Ooh, Ooh, Ooh)
Triple: [Rich Homie Quan, notableWork, Flex (Ooh, Ooh, Ooh)]
Generated description
"Flex (Ooh, Ooh, Ooh)" is a 2015 hit hip-hop single by Rich Homie Quan known for its melodic flow, catchy hook, and widespread club and radio play.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flex (Ooh, Ooh, Ooh)
Target entity description: "Flex (Ooh, Ooh, Ooh)" is a 2015 hit hip-hop single by Rich Homie Quan known for its melodic flow, catchy hook, and widespread club and radio play.
  • A. Ooh Yeah!
    Ooh Yeah! is a 1988 studio album by American pop duo Hall & Oates, marking their return after a four-year hiatus with a more contemporary, synth-driven sound.
  • B. 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.
  • C. Yes Oh
    Yes Oh is an Israeli television channel known for broadcasting original Hebrew-language drama series and other premium scripted content.
  • D. Uh-Oh
    Uh-Oh is a 1992 solo album by David Byrne that blends art rock with Latin and world music influences.
  • E. Fuh You
    "Fuh You" is a 2018 pop-rock single by Paul McCartney from his album *Egypt Station*, noted for its playful double entendre and modern production.
  • 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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0aff84c8190a5a6bf52adae1c9a completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5ddbd8688190ba51358f22b8fb43 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f90146c8190b5035747abcfdb6e completed May 19, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0c601b5d288190b5cf4f3e0c8cde15 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:32 p.m.