Triple

T18669287
Position Surface form Disambiguated ID Type / Status
Subject John McNaughton E456425 entity
Predicate notableWork P4 FINISHED
Object Speaking of Sex
"Speaking of Sex" is a 2001 American romantic comedy film directed by John McNaughton that satirizes relationships, therapy, and sexual politics.
 E1335618 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: Speaking of Sex | Statement: [John McNaughton, notableWork, Speaking of Sex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Speaking of Sex
Context triple: [John McNaughton, notableWork, Speaking of Sex]
  • A. Let’s Talk About Sex
    "Let’s Talk About Sex" is a 1991 hip hop song by Salt-N-Pepa that candidly addresses sexual relationships, consent, and safe sex, becoming a major hit and a landmark in socially conscious pop music.
  • B. Sex and Love
    Sex and Love is the second studio album by Spanish singer Enrique Iglesias, blending Latin pop and dance influences and featuring numerous international collaborations.
  • C. Between the Sheets
    "Between the Sheets" is a 1983 R&B and funk song by The Isley Brothers that became one of their signature hits and a heavily sampled classic in hip-hop and contemporary R&B.
  • D. This Ain’t Sex
    "This Ain’t Sex" is a song by Usher from his 2008 R&B album "Here I Stand."
  • E. The Greatest Sex
    "The Greatest Sex" is a song featured on the adult entertainment website TP-2.com.
  • 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: Speaking of Sex
Triple: [John McNaughton, notableWork, Speaking of Sex]
Generated description
"Speaking of Sex" is a 2001 American romantic comedy film directed by John McNaughton that satirizes relationships, therapy, and sexual politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Speaking of Sex
Target entity description: "Speaking of Sex" is a 2001 American romantic comedy film directed by John McNaughton that satirizes relationships, therapy, and sexual politics.
  • A. Let’s Talk About Sex
    "Let’s Talk About Sex" is a 1991 hip hop song by Salt-N-Pepa that candidly addresses sexual relationships, consent, and safe sex, becoming a major hit and a landmark in socially conscious pop music.
  • B. Sex and Love
    Sex and Love is the second studio album by Spanish singer Enrique Iglesias, blending Latin pop and dance influences and featuring numerous international collaborations.
  • C. Between the Sheets
    "Between the Sheets" is a 1983 R&B and funk song by The Isley Brothers that became one of their signature hits and a heavily sampled classic in hip-hop and contemporary R&B.
  • D. This Ain’t Sex
    "This Ain’t Sex" is a song by Usher from his 2008 R&B album "Here I Stand."
  • E. The Greatest Sex
    "The Greatest Sex" is a song featured on the adult entertainment website TP-2.com.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b0502881909ea05f2746163746 completed April 19, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172d70348190a6a0ee667ae4c3ba completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05186eb5588190abac960d598cbeff completed May 14, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0518cf33f08190b0c8ef4fdaa8d9e1 completed May 14, 2026, 12:35 a.m.
Created at: April 10, 2026, 11:48 a.m.