Triple

T18504498
Position Surface form Disambiguated ID Type / Status
Subject A Salt with a Deadly Pepa E452164 entity
Predicate hasPart P35 FINISHED
Object I Like It Like That
"I Like It Like That" is a track by the pioneering hip hop group Salt-N-Pepa, featured on their 1988 album *A Salt with a Deadly Pepa*.
 E1327872 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: I Like It Like That | Statement: [A Salt with a Deadly Pepa, hasPart, I Like It Like That]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Like It Like That
Context triple: [A Salt with a Deadly Pepa, hasPart, I Like It Like That]
  • A. Like It Like That
    "Like It Like That" is a soulful pop song by Australian singer Guy Sebastian that became one of his most commercially successful and recognizable hits.
  • B. I Like That
    "I Like That" is an R&B/hip-hop song produced by Ryan Bowser, best known for its smooth, melodic production and early-2000s urban radio success.
  • C. I Like It
    "I Like It" is a song featured on the soundtrack of the HBO teen drama series *Euphoria*.
  • D. I Like It
    "I Like It" is a dance-pop song produced by RedOne, best known for its energetic club sound and catchy, radio-friendly hook.
  • E. I Like It
    "I Like It" is a 1963 pop song by British Merseybeat band Gerry and the Pacemakers that became one of their major UK hits.
  • 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: I Like It Like That
Triple: [A Salt with a Deadly Pepa, hasPart, I Like It Like That]
Generated description
"I Like It Like That" is a track by the pioneering hip hop group Salt-N-Pepa, featured on their 1988 album *A Salt with a Deadly Pepa*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Like It Like That
Target entity description: "I Like It Like That" is a track by the pioneering hip hop group Salt-N-Pepa, featured on their 1988 album *A Salt with a Deadly Pepa*.
  • A. Like It Like That
    "Like It Like That" is a soulful pop song by Australian singer Guy Sebastian that became one of his most commercially successful and recognizable hits.
  • B. I Like That
    "I Like That" is an R&B/hip-hop song produced by Ryan Bowser, best known for its smooth, melodic production and early-2000s urban radio success.
  • C. I Like It
    "I Like It" is a dance-pop song produced by RedOne, best known for its energetic club sound and catchy, radio-friendly hook.
  • D. I Like It
    "I Like It" is a song featured on the soundtrack of the HBO teen drama series *Euphoria*.
  • E. I Like It
    "I Like It" is a 1963 pop song by British Merseybeat band Gerry and the Pacemakers that became one of their major UK hits.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53341063c81908361b0eb78794145 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471456b348190a6bf62f1614f3d07 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a0472fee3a88190aa0cb5a8ff0af66a completed May 13, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0473fa3c5c8190aad12a5d952a796a completed May 13, 2026, 12:52 p.m.
Created at: April 10, 2026, 11:36 a.m.