Triple

T3929971
Position Surface form Disambiguated ID Type / Status
Subject Donna Summer E93370 entity
Predicate notableWork P4 FINISHED
Object 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.
 E399237 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 Stuff | Statement: [Donna Summer, notableWork, Hot Stuff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot Stuff
Context triple: [Donna Summer, notableWork, Hot Stuff]
  • A. Hot N***a
    "Hot N***a" is a breakout 2014 hip-hop single by Bobby Shmurda that became a viral hit and a defining track of New York drill-influenced rap.
  • B. Hot Head
    Hot Head is a fiery, oil-powered Fire Giant Skylander character from the Skylanders: Giants video game.
  • C. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • D. Hot Sugar
    Hot Sugar is an experimental electronic music producer known for creating textured, sample-based compositions often built from unconventional found sounds.
  • E. Heat of the Moment
    "Heat of the Moment" is a 1982 hit rock song by the British supergroup Asia, known for its catchy chorus and prominent use of synthesizers and guitar.
  • 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 Stuff
Triple: [Donna Summer, notableWork, Hot Stuff]
Generated description
"Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot Stuff
Target entity description: "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • A. Hot N***a
    "Hot N***a" is a breakout 2014 hip-hop single by Bobby Shmurda that became a viral hit and a defining track of New York drill-influenced rap.
  • B. Hot Head
    Hot Head is a fiery, oil-powered Fire Giant Skylander character from the Skylanders: Giants video game.
  • C. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • D. Hot Sugar
    Hot Sugar is an experimental electronic music producer known for creating textured, sample-based compositions often built from unconventional found sounds.
  • E. Heat of the Moment
    "Heat of the Moment" is a 1982 hit rock song by the British supergroup Asia, known for its catchy chorus and prominent use of synthesizers and guitar.
  • 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_69aed96bfa1081908f7b30f2c647dee6 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeeda7cf3c81909df30744bddbad7e completed March 9, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5288094408190b5fece72ead94ec1 completed March 14, 2026, 9:21 a.m.
NEDg Description generation batch_69b5293b41748190929665970712707a completed March 14, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69b529e9080481908ff0ec30b295cfc3 completed March 14, 2026, 9:27 a.m.
Created at: March 9, 2026, 3:23 p.m.