Triple

T16881892
Position Surface form Disambiguated ID Type / Status
Subject Hold It Now, Hit It E421437 entity
Predicate sampling P23843 FINISHED
Object Funky Stuff
Funky Stuff is a 1973 funk track by Kool & the Gang, known for its distinctive groove and frequent sampling in hip-hop and dance music.
E1239478 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: Funky Stuff | Statement: [Hold It Now, Hit It, sampling, Funky Stuff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Funky Stuff
Context triple: [Hold It Now, Hit It, sampling, Funky Stuff]
  • A. Funk This
    Funk This is a Grammy-winning studio album by American R&B and funk singer Chaka Khan, known for its blend of classic soul, funk, and contemporary production.
  • B. The Funk Phenomena
    The Funk Phenomena is a 1996 house track by American DJ and producer Armand Van Helden, known for its funky bassline, chopped vocal samples, and influence on the late-90s club scene.
  • C. It’s Funky Enough
    "It’s Funky Enough" is a classic late-1980s West Coast hip hop track by The D.O.C. known for its funky production and influential role in the early N.W.A/Dr. Dre era.
  • D. Return of the Funky Man
    Return of the Funky Man is a 1992 hip hop album by Bronx rapper and producer Lord Finesse, known for its punchline-heavy lyricism and classic boom-bap production.
  • E. Mind Funk
    Mind Funk is an American hard rock/alternative metal band from the early 1990s known for its heavy, groove-oriented sound and ties to the grunge and metal scenes.
  • 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: Funky Stuff
Triple: [Hold It Now, Hit It, sampling, Funky Stuff]
Generated description
Funky Stuff is a 1973 funk track by Kool & the Gang, known for its distinctive groove and frequent sampling in hip-hop and dance music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Funky Stuff
Target entity description: Funky Stuff is a 1973 funk track by Kool & the Gang, known for its distinctive groove and frequent sampling in hip-hop and dance music.
  • A. Funk This
    Funk This is a Grammy-winning studio album by American R&B and funk singer Chaka Khan, known for its blend of classic soul, funk, and contemporary production.
  • B. The Funk Phenomena
    The Funk Phenomena is a 1996 house track by American DJ and producer Armand Van Helden, known for its funky bassline, chopped vocal samples, and influence on the late-90s club scene.
  • C. It’s Funky Enough
    "It’s Funky Enough" is a classic late-1980s West Coast hip hop track by The D.O.C. known for its funky production and influential role in the early N.W.A/Dr. Dre era.
  • D. Return of the Funky Man
    Return of the Funky Man is a 1992 hip hop album by Bronx rapper and producer Lord Finesse, known for its punchline-heavy lyricism and classic boom-bap production.
  • E. Mind Funk
    Mind Funk is an American hard rock/alternative metal band from the early 1990s known for its heavy, groove-oriented sound and ties to the grunge and metal scenes.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7fc61a08190b9f611c06a95be01 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7a61c608190909a462e9e77220b completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c86bcac48190bb08db1c7d79de8d completed May 10, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_6a00c90bfeb0819098b93a22d5886c6f completed May 10, 2026, 6:06 p.m.
Created at: April 10, 2026, 5:29 a.m.