Triple

T18504412
Position Surface form Disambiguated ID Type / Status
Subject Let’s Talk About Sex E452162 entity
Predicate chronology P302 FINISHED
Object follows earlier Salt-N-Pepa hits like “Push It”
"Let's Talk About Sex" is a 1991 hip hop single by Salt-N-Pepa that candidly addresses attitudes toward sex and safe sex, becoming one of their most socially conscious and widely discussed songs.
E1327861 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: follows earlier Salt-N-Pepa hits like “Push It” | Statement: [Let’s Talk About Sex, chronology, follows earlier Salt-N-Pepa hits like “Push It”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: follows earlier Salt-N-Pepa hits like “Push It”
Context triple: [Let’s Talk About Sex, chronology, follows earlier Salt-N-Pepa hits like “Push It”]
  • A. “Pushin P”
    “Pushin P” is a popular hip-hop track by rapper Gunna, known for its catchy hook, viral slang phrase, and collaboration with Future and Young Thug.
  • B. “Flava in Ya Ear (Remix)”
    “Flava in Ya Ear (Remix)” is a landmark 1994 hip-hop single by Craig Mack featuring artists like The Notorious B.I.G., LL Cool J, Busta Rhymes, and Rampage, celebrated for its iconic beat and all-star lineup.
  • C. Push It Along
    "Push It Along" is a song featured on Paul Weller’s 2008 double album *22 Dreams*.
  • D. track "Slim's Return"
    "Slim's Return" is a jazz and hip-hop–infused instrumental track by producer Madlib, featured on his Blue Note remix album Shades of Blue.
  • E. Push It
    "Push It" is a song by the hip hop/R&B duo TWENTY88, the collaborative project of rapper Big Sean and singer Jhené Aiko.
  • 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: follows earlier Salt-N-Pepa hits like “Push It”
Triple: [Let’s Talk About Sex, chronology, follows earlier Salt-N-Pepa hits like “Push It”]
Generated description
"Let's Talk About Sex" is a 1991 hip hop single by Salt-N-Pepa that candidly addresses attitudes toward sex and safe sex, becoming one of their most socially conscious and widely discussed songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: follows earlier Salt-N-Pepa hits like “Push It”
Target entity description: "Let's Talk About Sex" is a 1991 hip hop single by Salt-N-Pepa that candidly addresses attitudes toward sex and safe sex, becoming one of their most socially conscious and widely discussed songs.
  • A. “Pushin P”
    “Pushin P” is a popular hip-hop track by rapper Gunna, known for its catchy hook, viral slang phrase, and collaboration with Future and Young Thug.
  • B. “Flava in Ya Ear (Remix)”
    “Flava in Ya Ear (Remix)” is a landmark 1994 hip-hop single by Craig Mack featuring artists like The Notorious B.I.G., LL Cool J, Busta Rhymes, and Rampage, celebrated for its iconic beat and all-star lineup.
  • C. Push It Along
    "Push It Along" is a song featured on Paul Weller’s 2008 double album *22 Dreams*.
  • D. track "Slim's Return"
    "Slim's Return" is a jazz and hip-hop–infused instrumental track by producer Madlib, featured on his Blue Note remix album Shades of Blue.
  • E. Push It
    "Push It" is a song by the hip hop/R&B duo TWENTY88, the collaborative project of rapper Big Sean and singer Jhené Aiko.
  • 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.