Triple

T14409954
Position Surface form Disambiguated ID Type / Status
Subject Big Tymers E357296 entity
Predicate notableWork P4 FINISHED
Object How You Luv That
How You Luv That is a late-1990s Southern hip hop album by Big Tymers that helped establish their presence in the Cash Money Records roster.
 E1098108 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: How You Luv That | Statement: [Big Tymers, notableWork, How You Luv That]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How You Luv That
Context triple: [Big Tymers, notableWork, How You Luv That]
  • A. Who’s Lovin’ You
    "Who's Lovin' You" is a soul ballad written by Smokey Robinson that has been famously recorded by several Motown artists, most notably The Jackson 5.
  • B. Give Me All Your Luvin'
    "Give Me All Your Luvin'" is a 2012 pop song by Madonna featuring Nicki Minaj and M.I.A., known for its cheerleader-themed style and prominent promotion around the Super Bowl.
  • C. How You Love Me
    "How You Love Me" is a song by American rapper Talib Kweli from his album *Gutter Rainbows*.
  • D. Who You Love
    "Who You Love" is a romantic duet by John Mayer and Katy Perry that blends soft rock and pop influences to explore the theme of accepting love without judgment.
  • E. Lovin U
    "Lovin U" is a song by Alicia Keys featured on her debut studio album, *Songs in A Minor*.
  • 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: How You Luv That
Triple: [Big Tymers, notableWork, How You Luv That]
Generated description
How You Luv That is a late-1990s Southern hip hop album by Big Tymers that helped establish their presence in the Cash Money Records roster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How You Luv That
Target entity description: How You Luv That is a late-1990s Southern hip hop album by Big Tymers that helped establish their presence in the Cash Money Records roster.
  • A. Who’s Lovin’ You
    "Who's Lovin' You" is a soul ballad written by Smokey Robinson that has been famously recorded by several Motown artists, most notably The Jackson 5.
  • B. Give Me All Your Luvin'
    "Give Me All Your Luvin'" is a 2012 pop song by Madonna featuring Nicki Minaj and M.I.A., known for its cheerleader-themed style and prominent promotion around the Super Bowl.
  • C. How You Love Me
    "How You Love Me" is a song by American rapper Talib Kweli from his album *Gutter Rainbows*.
  • D. Who You Love
    "Who You Love" is a romantic duet by John Mayer and Katy Perry that blends soft rock and pop influences to explore the theme of accepting love without judgment.
  • E. Lovin U
    "Lovin U" is a song by Alicia Keys featured on her debut studio album, *Songs in A Minor*.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90c9b3448190aec1608836a5e913 completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd55269d8c81909592277741a93db6 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd58216a8c8190b1fffcb670f15e16 completed May 8, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69fd589144b8819099aadef126b8728f completed May 8, 2026, 3:29 a.m.
Created at: April 10, 2026, 1:17 a.m.