Triple

T22407995
Position Surface form Disambiguated ID Type / Status
Subject We Should All Be Feminists (TEDx talk) E553925 entity
Predicate featuredIn P626 FINISHED
Object Beyoncé's song ***Flawless (through sampled audio)
Beyoncé's song "***Flawless" is a 2013 feminist anthem that blends assertive hip-hop/R&B with themes of female empowerment and self-confidence.
E1535455 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: Beyoncé's song ***Flawless (through sampled audio) | Statement: [We Should All Be Feminists (TEDx talk), featuredIn, Beyoncé's song ***Flawless (through sampled audio)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyoncé's song ***Flawless (through sampled audio)
Context triple: [We Should All Be Feminists (TEDx talk), featuredIn, Beyoncé's song ***Flawless (through sampled audio)]
  • A. Beyoncé version of All I Could Do Was Cry
    The Beyoncé version of "All I Could Do Was Cry" is a powerful contemporary soul rendition of the Etta James classic, showcasing Beyoncé's emotive vocal delivery and connection to vintage R&B.
  • B. Irreplaceable by Beyoncé
    "Irreplaceable" by Beyoncé is a mid-2000s R&B/pop breakup anthem known for its empowering lyrics and memorable "to the left" hook.
  • C. Song "Ms. Jackson"
    "Ms. Jackson" is a Grammy-winning 2000 hip hop single by OutKast, known for its soulful production and André 3000’s introspective apology to a former partner’s mother.
  • D. song "Only One" by Kanye West
    "Only One" is an introspective Kanye West ballad, sung from the perspective of his late mother speaking to him about his daughter, blending emotional lyrics with minimalist production.
  • E. song "Flavor"
    "Flavor" is a song by American singer-songwriter Tori Amos, known for its introspective lyrics and atmospheric, piano-driven sound.
  • 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: Beyoncé's song ***Flawless (through sampled audio)
Triple: [We Should All Be Feminists (TEDx talk), featuredIn, Beyoncé's song ***Flawless (through sampled audio)]
Generated description
Beyoncé's song "***Flawless" is a 2013 feminist anthem that blends assertive hip-hop/R&B with themes of female empowerment and self-confidence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyoncé's song ***Flawless (through sampled audio)
Target entity description: Beyoncé's song "***Flawless" is a 2013 feminist anthem that blends assertive hip-hop/R&B with themes of female empowerment and self-confidence.
  • A. Beyoncé version of All I Could Do Was Cry
    The Beyoncé version of "All I Could Do Was Cry" is a powerful contemporary soul rendition of the Etta James classic, showcasing Beyoncé's emotive vocal delivery and connection to vintage R&B.
  • B. Irreplaceable by Beyoncé
    "Irreplaceable" by Beyoncé is a mid-2000s R&B/pop breakup anthem known for its empowering lyrics and memorable "to the left" hook.
  • C. Song "Ms. Jackson"
    "Ms. Jackson" is a Grammy-winning 2000 hip hop single by OutKast, known for its soulful production and André 3000’s introspective apology to a former partner’s mother.
  • D. song "Only One" by Kanye West
    "Only One" is an introspective Kanye West ballad, sung from the perspective of his late mother speaking to him about his daughter, blending emotional lyrics with minimalist production.
  • E. song "Flavor"
    "Flavor" is a song by American singer-songwriter Tori Amos, known for its introspective lyrics and atmospheric, piano-driven sound.
  • 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_69e11e4e6ce8819085a1e06d886bf21c completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f158ba1c6481908e4b9b3635ed3a49 completed April 29, 2026, 1:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0e2a0208190b0629e6b2ded7248 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0af1e319848190bd12804239ba4d89 completed May 18, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0af29431648190a506d5e1a4fc9ce7 completed May 18, 2026, 11:05 a.m.
Created at: April 16, 2026, 8:46 p.m.