Triple

T6270342
Position Surface form Disambiguated ID Type / Status
Subject Kenneth Brian Edmonds E140517 entity
Predicate notableWork P4 FINISHED
Object Baby-Baby-Baby
"Baby-Baby-Baby" is an R&B song written and produced by Kenneth "Babyface" Edmonds, best known as a hit single for the group TLC from their 1992 album "Ooooooohhh... On the TLC Tip."
E579772 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: Baby-Baby-Baby | Statement: [Kenneth Brian Edmonds, notableWork, Baby-Baby-Baby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baby-Baby-Baby
Context triple: [Kenneth Brian Edmonds, notableWork, Baby-Baby-Baby]
  • A. Baby on Baby
    Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
  • B. B-A-B-Y
    "B-A-B-Y" is a 1966 soul song by American singer Carla Thomas, known for its catchy melody and classic Stax Records sound.
  • C. My Baby Loves Me
    "My Baby Loves Me" is a 1966 Motown soul single by Martha and the Vandellas, showcasing the group's energetic vocal style and classic Detroit R&B sound.
  • D. Ooo Baby Baby
    "Ooo Baby Baby" is a classic 1965 soul ballad by Smokey Robinson & The Miracles, celebrated for its smooth vocals and emotional, romantic lyrics.
  • E. What's Become of the Baby
    "What's Become of the Baby" is an experimental, heavily processed psychedelic track by the Grateful Dead, notable for its abstract vocals and unconventional structure.
  • 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: Baby-Baby-Baby
Triple: [Kenneth Brian Edmonds, notableWork, Baby-Baby-Baby]
Generated description
"Baby-Baby-Baby" is an R&B song written and produced by Kenneth "Babyface" Edmonds, best known as a hit single for the group TLC from their 1992 album "Ooooooohhh... On the TLC Tip."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baby-Baby-Baby
Target entity description: "Baby-Baby-Baby" is an R&B song written and produced by Kenneth "Babyface" Edmonds, best known as a hit single for the group TLC from their 1992 album "Ooooooohhh... On the TLC Tip."
  • A. Baby on Baby
    Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
  • B. B-A-B-Y
    "B-A-B-Y" is a 1966 soul song by American singer Carla Thomas, known for its catchy melody and classic Stax Records sound.
  • C. My Baby Loves Me
    "My Baby Loves Me" is a 1966 Motown soul single by Martha and the Vandellas, showcasing the group's energetic vocal style and classic Detroit R&B sound.
  • D. Ooo Baby Baby
    "Ooo Baby Baby" is a classic 1965 soul ballad by Smokey Robinson & The Miracles, celebrated for its smooth vocals and emotional, romantic lyrics.
  • E. What's Become of the Baby
    "What's Become of the Baby" is an experimental, heavily processed psychedelic track by the Grateful Dead, notable for its abstract vocals and unconventional structure.
  • 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063a3f1d081908ccff88db94b1f9c completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c24460f1bc8190b15ca58331410ec2 completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2a5a6157c8190a57a297cf606eecb completed March 24, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69c2a60a92cc8190847e242482788ff3 completed March 24, 2026, 2:56 p.m.
Created at: March 22, 2026, 4:25 p.m.