Triple

T22407790
Position Surface form Disambiguated ID Type / Status
Subject We Should All Be Feminists E553920 entity
Predicate hasInfluenced P9 FINISHED
Object Beyoncé's song "***Flawless" (sampling the talk)
Beyoncé's song "***Flawless" (sampling the talk) is a feminist anthem that blends assertive hip-hop/R&B with a prominent spoken-word excerpt from Chimamanda Ngozi Adichie’s “We Should All Be Feminists” to celebrate female empowerment and challenge gender norms.
E1535451 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" (sampling the talk) | Statement: [We Should All Be Feminists, hasInfluenced, Beyoncé's song "***Flawless" (sampling the talk)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyoncé's song "***Flawless" (sampling the talk)
Context triple: [We Should All Be Feminists, hasInfluenced, Beyoncé's song "***Flawless" (sampling the talk)]
  • A. Beyoncé "Hold Up"
    Beyoncé's "Hold Up" is a critically acclaimed song and music video from her visual album "Lemonade," noted for its blend of reggae influences, striking imagery, and exploration of infidelity and emotional resilience.
  • B. Kanye West song "Hey Mama"
    "Hey Mama" is an emotional tribute song by Kanye West dedicated to his mother, celebrating her sacrifices and their close relationship.
  • 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. 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.
  • E. Jay-Z song "Smile"
    Jay-Z’s song “Smile” is a reflective hip-hop track from his album *4:44* that addresses personal growth, family, and his mother Gloria Carter’s coming out as a lesbian.
  • 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" (sampling the talk)
Triple: [We Should All Be Feminists, hasInfluenced, Beyoncé's song "***Flawless" (sampling the talk)]
Generated description
Beyoncé's song "***Flawless" (sampling the talk) is a feminist anthem that blends assertive hip-hop/R&B with a prominent spoken-word excerpt from Chimamanda Ngozi Adichie’s “We Should All Be Feminists” to celebrate female empowerment and challenge gender norms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyoncé's song "***Flawless" (sampling the talk)
Target entity description: Beyoncé's song "***Flawless" (sampling the talk) is a feminist anthem that blends assertive hip-hop/R&B with a prominent spoken-word excerpt from Chimamanda Ngozi Adichie’s “We Should All Be Feminists” to celebrate female empowerment and challenge gender norms.
  • A. Beyoncé "Hold Up"
    Beyoncé's "Hold Up" is a critically acclaimed song and music video from her visual album "Lemonade," noted for its blend of reggae influences, striking imagery, and exploration of infidelity and emotional resilience.
  • B. Kanye West song "Hey Mama"
    "Hey Mama" is an emotional tribute song by Kanye West dedicated to his mother, celebrating her sacrifices and their close relationship.
  • 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. 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.
  • E. Jay-Z song "Smile"
    Jay-Z’s song “Smile” is a reflective hip-hop track from his album *4:44* that addresses personal growth, family, and his mother Gloria Carter’s coming out as a lesbian.
  • 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.