Triple

T23249549
Position Surface form Disambiguated ID Type / Status
Subject Us Weekly E581694 entity
Predicate hasSection P35 FINISHED
Object Hot Stuff — NE NERFINISHED

How this triple was built (3 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 Stuff | Statement: [Us Weekly, hasSection, Hot Stuff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot Stuff
Context triple: [Us Weekly, hasSection, Hot Stuff]
  • A. Hot Stuff
    "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • B. Hot Stuff
    "Hot Stuff" is a song featured on the album "Come an’ Get It," likely a rock or pop track known for its energetic, catchy style.
  • C. Hot Thing
    "Hot Thing" is a funk-infused track by Prince from his acclaimed 1987 double album *Sign o’ the Times*, noted for its sensual lyrics and dance-driven groove.
  • D. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • E. Hot Shot
    "Hot Shot" is a 2000 reggae fusion studio album by Jamaican artist Shaggy that achieved global success with hits like "It Wasn't Me" and "Angel."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot Stuff
Target entity description: Hot Stuff is a popular celebrity news and gossip section featured in the entertainment magazine Us Weekly.
  • A. Hot Stuff
    "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • B. Hot Stuff
    "Hot Stuff" is a song featured on the album "Come an’ Get It," likely a rock or pop track known for its energetic, catchy style.
  • C. Hot Thing
    "Hot Thing" is a funk-infused track by Prince from his acclaimed 1987 double album *Sign o’ the Times*, noted for its sensual lyrics and dance-driven groove.
  • D. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • E. Hot Shot
    "Hot Shot" is a 2000 reggae fusion studio album by Jamaican artist Shaggy that achieved global success with hits like "It Wasn't Me" and "Angel."
  • F. None of above. chosen

Provenance (2 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_69e24606b17c81908aba1a4911c8a8ba completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193f4d7e4819085eec6279696db34 completed April 29, 2026, 5:15 a.m.
Created at: April 17, 2026, 4:10 p.m.