Triple

T10245486
Position Surface form Disambiguated ID Type / Status
Subject Nova Wav E240201 entity
Predicate notableWorkOnSong P55748 FINISHED
Object Beyoncé – America Has a Problem
"Beyoncé – America Has a Problem" is a track from Beyoncé’s 2022 album *Renaissance*, blending dance, house, and hip-hop influences to critique social and economic issues in the United States.
 E853660 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 – America Has a Problem | Statement: [Nova Wav, notableWorkOnSong, Beyoncé – America Has a Problem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beyoncé – America Has a Problem
Context triple: [Nova Wav, notableWorkOnSong, Beyoncé – America Has a Problem]
  • A. Beyoncé's 4 era
    Beyoncé's 4 era is the artistic period surrounding her fourth studio album, marked by a more mature R&B sound, powerful live performances, and deeply personal themes of love, independence, and vulnerability.
  • B. Beyoncé: Life Is But a Dream
    Beyoncé: Life Is But a Dream is a 2013 autobiographical documentary film that offers an intimate look at Beyoncé's personal life, career, and creative process.
  • C. Fuckin' Problems
    "Fuckin' Problems" is a 2012 hip hop single by ASAP Rocky featuring Drake, 2 Chainz, and Kendrick Lamar, known for its catchy hook and chart success.
  • D. Beyoncé (visual album)
    Beyoncé (visual album) is the self-titled 2013 visual album by Beyoncé that pairs each song with a corresponding short film, noted for its surprise release and innovative multimedia format.
  • E. Beyoncé’s Renaissance trilogy
    Beyoncé’s Renaissance trilogy is a three-part interconnected album project that explores and celebrates Black musical history and culture across distinct sonic eras.
  • 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 – America Has a Problem
Triple: [Nova Wav, notableWorkOnSong, Beyoncé – America Has a Problem]
Generated description
"Beyoncé – America Has a Problem" is a track from Beyoncé’s 2022 album *Renaissance*, blending dance, house, and hip-hop influences to critique social and economic issues in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beyoncé – America Has a Problem
Target entity description: "Beyoncé – America Has a Problem" is a track from Beyoncé’s 2022 album *Renaissance*, blending dance, house, and hip-hop influences to critique social and economic issues in the United States.
  • A. Beyoncé's 4 era
    Beyoncé's 4 era is the artistic period surrounding her fourth studio album, marked by a more mature R&B sound, powerful live performances, and deeply personal themes of love, independence, and vulnerability.
  • B. Beyoncé: Life Is But a Dream
    Beyoncé: Life Is But a Dream is a 2013 autobiographical documentary film that offers an intimate look at Beyoncé's personal life, career, and creative process.
  • C. Fuckin' Problems
    "Fuckin' Problems" is a 2012 hip hop single by ASAP Rocky featuring Drake, 2 Chainz, and Kendrick Lamar, known for its catchy hook and chart success.
  • D. Beyoncé (visual album)
    Beyoncé (visual album) is the self-titled 2013 visual album by Beyoncé that pairs each song with a corresponding short film, noted for its surprise release and innovative multimedia format.
  • E. Beyoncé’s Renaissance trilogy
    Beyoncé’s Renaissance trilogy is a three-part interconnected album project that explores and celebrates Black musical history and culture across distinct sonic eras.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4dfbfa26c8190b536655d33112ddf completed April 7, 2026, 10:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f79c20e08190928d061b3d4b4e47 completed April 9, 2026, 12:49 a.m.
NEDg Description generation batch_69d6fa303d4c8190b9f1c3addf7d8b09 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6ff301d488190b18f1e02bbf1dada completed April 9, 2026, 1:21 a.m.
Created at: April 6, 2026, 11:26 a.m.