Triple

T20498579
Position Surface form Disambiguated ID Type / Status
Subject Lil Jon & the East Side Boyz E503239 entity
Predicate notableSong P4 FINISHED
Object What U Gon' Do
"What U Gon' Do" is a crunk and hip hop single by Lil Jon & the East Side Boyz featuring Lil Scrappy, known for its aggressive energy and club-oriented sound.
 E1434139 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: What U Gon' Do | Statement: [Lil Jon & the East Side Boyz, notableSong, What U Gon' Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What U Gon' Do
Context triple: [Lil Jon & the East Side Boyz, notableSong, What U Gon' Do]
  • A. X Gon' Give It to Ya
    "X Gon' Give It to Ya" is a high-energy 2003 hip hop single by DMX known for its aggressive delivery and frequent use in films, trailers, and pop culture.
  • B. What They Gonna Do
    "What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
  • C. Gon’ B Alright
    "Gon’ B Alright" is a song featured on the album "Unbreakable" by Janet Jackson.
  • D. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • E. Ain’t No Way
    "Ain’t No Way" is a track from DMX’s 1998 album *Flesh of My Flesh, Blood of My Blood*, showcasing his gritty delivery and dark, introspective lyricism.
  • 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: What U Gon' Do
Triple: [Lil Jon & the East Side Boyz, notableSong, What U Gon' Do]
Generated description
"What U Gon' Do" is a crunk and hip hop single by Lil Jon & the East Side Boyz featuring Lil Scrappy, known for its aggressive energy and club-oriented sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What U Gon' Do
Target entity description: "What U Gon' Do" is a crunk and hip hop single by Lil Jon & the East Side Boyz featuring Lil Scrappy, known for its aggressive energy and club-oriented sound.
  • A. X Gon' Give It to Ya
    "X Gon' Give It to Ya" is a high-energy 2003 hip hop single by DMX known for its aggressive delivery and frequent use in films, trailers, and pop culture.
  • B. What They Gonna Do
    "What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
  • C. Gon’ B Alright
    "Gon’ B Alright" is a song featured on the album "Unbreakable" by Janet Jackson.
  • D. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • E. Ain’t No Way
    "Ain’t No Way" is a track from DMX’s 1998 album *Flesh of My Flesh, Blood of My Blood*, showcasing his gritty delivery and dark, introspective lyricism.
  • 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_69e0b4b1e52c8190894281cf7e3283ab completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69cbff210819089900e9a35911f48 completed April 20, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893bd1c508190bbba38fb36650723 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a0894634f748190ae0a3be77125bf03 completed May 16, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08958072d08190a0e4ba12c7e550ea completed May 16, 2026, 4:04 p.m.
Created at: April 16, 2026, 11:35 a.m.