Triple

T2089788
Position Surface form Disambiguated ID Type / Status
Subject Kenneth "Babyface" Edmonds E32640 entity
Predicate wroteSong P2831 FINISHED
Object Exhale (Shoop Shoop)
"Exhale (Shoop Shoop)" is a 1995 R&B ballad performed by Whitney Houston, known for its soulful vocals and success as a chart-topping single from the soundtrack of the film "Waiting to Exhale."
E231131 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: Exhale (Shoop Shoop) | Statement: [Kenneth "Babyface" Edmonds, wroteSong, Exhale (Shoop Shoop)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Exhale (Shoop Shoop)
Context triple: [Kenneth "Babyface" Edmonds, wroteSong, Exhale (Shoop Shoop)]
  • A. Breathe
    "Breathe" is a song by Irish rock band U2 from their 2009 album *No Line on the Horizon*, blending driving rhythms with reflective, stream-of-consciousness lyrics.
  • B. Inhale
    "Inhale" is a track by Q-Tip featured on his 2008 album "The Renaissance," which is included as part of the single release "Universal Mind Control."
  • C. Just Breathe
    "Just Breathe" is a mellow, introspective ballad by American rock band Pearl Jam, known for its acoustic arrangement and themes of love, mortality, and gratitude.
  • D. Hardly Breathing
    "Hardly Breathing" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • E. Keep Ya Head Up
    "Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
  • 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: Exhale (Shoop Shoop)
Triple: [Kenneth "Babyface" Edmonds, wroteSong, Exhale (Shoop Shoop)]
Generated description
"Exhale (Shoop Shoop)" is a 1995 R&B ballad performed by Whitney Houston, known for its soulful vocals and success as a chart-topping single from the soundtrack of the film "Waiting to Exhale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Exhale (Shoop Shoop)
Target entity description: "Exhale (Shoop Shoop)" is a 1995 R&B ballad performed by Whitney Houston, known for its soulful vocals and success as a chart-topping single from the soundtrack of the film "Waiting to Exhale."
  • A. Breathe
    "Breathe" is a song by Irish rock band U2 from their 2009 album *No Line on the Horizon*, blending driving rhythms with reflective, stream-of-consciousness lyrics.
  • B. Inhale
    "Inhale" is a track by Q-Tip featured on his 2008 album "The Renaissance," which is included as part of the single release "Universal Mind Control."
  • C. Just Breathe
    "Just Breathe" is a mellow, introspective ballad by American rock band Pearl Jam, known for its acoustic arrangement and themes of love, mortality, and gratitude.
  • D. Hardly Breathing
    "Hardly Breathing" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • E. Keep Ya Head Up
    "Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba730a5c8190a85be72149574d79 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2744d8108190b551a970956914c4 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27c0cc40819093dcbcb34e12ada2 completed March 9, 2026, 1:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae2819ec2481908652e9165d1a6636 completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:43 p.m.