Triple

T6351343
Position Surface form Disambiguated ID Type / Status
Subject Ralph Tresvant E142876 entity
Predicate notableWork P4 FINISHED
Object Do What I Gotta Do (song)
"Do What I Gotta Do" is an R&B ballad performed by Ralph Tresvant, best known as one of his signature solo hits following his success with New Edition.
 E586412 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: Do What I Gotta Do (song) | Statement: [Ralph Tresvant, notableWork, Do What I Gotta Do (song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Do What I Gotta Do (song)
Context triple: [Ralph Tresvant, notableWork, Do What I Gotta Do (song)]
  • A. 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."
  • B. All I’ve Got to Do
    "All I’ve Got to Do" is an early Beatles song written by John Lennon that blends pop and R&B influences and appears on their 1963 album "With The Beatles."
  • C. What Cha’ Gonna Do for Me
    "What Cha’ Gonna Do for Me" is a 1981 R&B and funk song and album by Chaka Khan that became one of her signature hits.
  • D. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • E. I Gotta Have a Song
    "I Gotta Have a Song" is a soul track by Stevie Wonder featured on his 1970 album "Signed, Sealed & Delivered."
  • 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: Do What I Gotta Do (song)
Triple: [Ralph Tresvant, notableWork, Do What I Gotta Do (song)]
Generated description
"Do What I Gotta Do" is an R&B ballad performed by Ralph Tresvant, best known as one of his signature solo hits following his success with New Edition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Do What I Gotta Do (song)
Target entity description: "Do What I Gotta Do" is an R&B ballad performed by Ralph Tresvant, best known as one of his signature solo hits following his success with New Edition.
  • A. 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."
  • B. All I’ve Got to Do
    "All I’ve Got to Do" is an early Beatles song written by John Lennon that blends pop and R&B influences and appears on their 1963 album "With The Beatles."
  • C. What Cha’ Gonna Do for Me
    "What Cha’ Gonna Do for Me" is a 1981 R&B and funk song and album by Chaka Khan that became one of her signature hits.
  • D. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • E. I Gotta Have a Song
    "I Gotta Have a Song" is a soul track by Stevie Wonder featured on his 1970 album "Signed, Sealed & Delivered."
  • 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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067dc2790819084aaf7067dc25733 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c604546ed08190bb1c89bc5461f5cd completed March 27, 2026, 4:15 a.m.
NEDg Description generation batch_69c6059ad89881909599c61f293791cc completed March 27, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69c6065044908190b2ba71490a3bae54 completed March 27, 2026, 4:23 a.m.
Created at: March 22, 2026, 4:31 p.m.