Triple

T7287821
Position Surface form Disambiguated ID Type / Status
Subject Jerry Williams Jr. E163918 entity
Predicate notableWork P4 FINISHED
Object song "Mama's Baby, Daddy's Maybe"
"Mama's Baby, Daddy's Maybe" is a soul/R&B song by American singer, songwriter, and producer Jerry Williams Jr., better known as Swamp Dogg, reflecting his distinctive blend of sharp social commentary and offbeat humor.
 E653543 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: song "Mama's Baby, Daddy's Maybe" | Statement: [Jerry Williams Jr., notableWork, song "Mama's Baby, Daddy's Maybe"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: song "Mama's Baby, Daddy's Maybe"
Context triple: [Jerry Williams Jr., notableWork, song "Mama's Baby, Daddy's Maybe"]
  • A. song "Mama, I'm Coming Home"
    "Mama, I'm Coming Home" is a power ballad by Ozzy Osbourne, known for its melodic style and emotional lyrics reflecting themes of love, regret, and reconciliation.
  • B. Mama Said
    "Mama Said" is a 1991 rock album by American musician Lenny Kravitz that blends classic rock, soul, and funk influences and includes the hit single "It Ain't Over 'til It's Over."
  • C. song "Always Be My Baby"
    "Always Be My Baby" is a 1995 R&B-pop ballad by Mariah Carey that became one of her signature hits, known for its catchy melody and enduring popularity.
  • D. Talking ’bout My Baby
    "Talking ’bout My Baby" is a track by British DJ and producer Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • E. song "My Chick Better"
    "My Chick Better" is a hip hop track by rapper M.O. that showcases his braggadocious style and club-oriented sound.
  • 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: song "Mama's Baby, Daddy's Maybe"
Triple: [Jerry Williams Jr., notableWork, song "Mama's Baby, Daddy's Maybe"]
Generated description
"Mama's Baby, Daddy's Maybe" is a soul/R&B song by American singer, songwriter, and producer Jerry Williams Jr., better known as Swamp Dogg, reflecting his distinctive blend of sharp social commentary and offbeat humor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: song "Mama's Baby, Daddy's Maybe"
Target entity description: "Mama's Baby, Daddy's Maybe" is a soul/R&B song by American singer, songwriter, and producer Jerry Williams Jr., better known as Swamp Dogg, reflecting his distinctive blend of sharp social commentary and offbeat humor.
  • A. song "Mama, I'm Coming Home"
    "Mama, I'm Coming Home" is a power ballad by Ozzy Osbourne, known for its melodic style and emotional lyrics reflecting themes of love, regret, and reconciliation.
  • B. Mama Said
    "Mama Said" is a 1991 rock album by American musician Lenny Kravitz that blends classic rock, soul, and funk influences and includes the hit single "It Ain't Over 'til It's Over."
  • C. song "Always Be My Baby"
    "Always Be My Baby" is a 1995 R&B-pop ballad by Mariah Carey that became one of her signature hits, known for its catchy melody and enduring popularity.
  • D. Talking ’bout My Baby
    "Talking ’bout My Baby" is a track by British DJ and producer Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • E. song "My Chick Better"
    "My Chick Better" is a hip hop track by rapper M.O. that showcases his braggadocious style and club-oriented sound.
  • 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_69c6886093b88190a254b1ce6db8bae7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb6a73fc8190ae5ce81fd3e46d87 completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db42c8d48190a548c4242b07fb40 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dc794bec819094d848497bd11fc1 completed March 28, 2026, 1:49 p.m.
NED2 Entity disambiguation (via description) batch_69c7dd8117f881908c982c33b3f0e71a completed March 28, 2026, 1:54 p.m.
Created at: March 27, 2026, 2:59 p.m.