Triple

T4553901
Position Surface form Disambiguated ID Type / Status
Subject Salt-N-Pepa E120434 entity
Predicate notableAlbum P4 FINISHED
Object Hot, Cool & Vicious
"Hot, Cool & Vicious" is the debut studio album by hip hop trio Salt-N-Pepa, known for helping bring female rap into the mainstream in the mid-1980s.
 E452163 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: Hot, Cool & Vicious | Statement: [Salt-N-Pepa, notableAlbum, Hot, Cool & Vicious]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot, Cool & Vicious
Context triple: [Salt-N-Pepa, notableAlbum, Hot, Cool & Vicious]
  • A. Vicious
    Vicious is a hip-hop artist known for collaborating with The Hip-Hop Violinist on genre-blending tracks.
  • B. Vicious
    Vicious is a British sitcom starring Derek Jacobi and Ian McKellen as a long-term gay couple navigating their acerbic yet affectionate relationship in London.
  • C. Into the Cool
    Into the Cool is a popular science book that explores the role of thermodynamics and energy flow in shaping life and complex systems.
  • D. The Cool
    The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • E. Furious Seasons
    Furious Seasons is a collection of short stories by American writer Raymond Carver that showcases his early minimalist style and themes of ordinary lives under quiet strain.
  • 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: Hot, Cool & Vicious
Triple: [Salt-N-Pepa, notableAlbum, Hot, Cool & Vicious]
Generated description
"Hot, Cool & Vicious" is the debut studio album by hip hop trio Salt-N-Pepa, known for helping bring female rap into the mainstream in the mid-1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot, Cool & Vicious
Target entity description: "Hot, Cool & Vicious" is the debut studio album by hip hop trio Salt-N-Pepa, known for helping bring female rap into the mainstream in the mid-1980s.
  • A. Vicious
    Vicious is a British sitcom starring Derek Jacobi and Ian McKellen as a long-term gay couple navigating their acerbic yet affectionate relationship in London.
  • B. Vicious
    Vicious is a hip-hop artist known for collaborating with The Hip-Hop Violinist on genre-blending tracks.
  • C. Into the Cool
    Into the Cool is a popular science book that explores the role of thermodynamics and energy flow in shaping life and complex systems.
  • D. The Cool
    The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • E. Furious Seasons
    Furious Seasons is a collection of short stories by American writer Raymond Carver that showcases his early minimalist style and themes of ordinary lives under quiet strain.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd58127ed08190a04962a43afb888b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc575e3388190ac95b9e0537fb701 completed March 20, 2026, 10:08 p.m.
NEDg Description generation batch_69bdc62597f08190be0225e16967401f completed March 20, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69bdc686caa4819093d3ebb9ad47846d completed March 20, 2026, 10:13 p.m.
Created at: March 20, 2026, 1:09 p.m.