Triple

T3122142
Position Surface form Disambiguated ID Type / Status
Subject Aubrey Graham E65206 entity
Predicate notableSong P4 FINISHED
Object Hotline Bling
"Hotline Bling" is a 2015 Drake hit single known for its minimalist production, viral music video, and widespread cultural impact.
E329168 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: Hotline Bling | Statement: [Aubrey Graham, notableSong, Hotline Bling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hotline Bling
Context triple: [Aubrey Graham, notableSong, Hotline Bling]
  • A. Ain’t Nobody
    "Ain’t Nobody" is a 1983 R&B/funk song by Rufus and Chaka Khan, widely regarded as one of her signature hits and a classic of the genre.
  • B. Bad and Boujee
    "Bad and Boujee" is a 2016 trap single by hip-hop trio Migos featuring Lil Uzi Vert that became a breakout hit and cultural phenomenon, topping the Billboard Hot 100.
  • C. Astroworld
    Astroworld is a critically acclaimed and commercially successful 2018 studio album by American rapper Travis Scott, known for its psychedelic production, star-studded features, and hit single "Sicko Mode."
  • D. Tha Block Is Hot
    Tha Block Is Hot is the 1999 debut studio album by American rapper Lil Wayne, which helped launch his solo career in Southern hip hop.
  • E. Creepin'
    "Creepin'" is a soulful track by Stevie Wonder from his acclaimed 1974 album *Fulfillingness' First Finale*.
  • 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: Hotline Bling
Triple: [Aubrey Graham, notableSong, Hotline Bling]
Generated description
"Hotline Bling" is a 2015 Drake hit single known for its minimalist production, viral music video, and widespread cultural impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hotline Bling
Target entity description: "Hotline Bling" is a 2015 Drake hit single known for its minimalist production, viral music video, and widespread cultural impact.
  • A. Ain’t Nobody
    "Ain’t Nobody" is a 1983 R&B/funk song by Rufus and Chaka Khan, widely regarded as one of her signature hits and a classic of the genre.
  • B. Bad and Boujee
    "Bad and Boujee" is a 2016 trap single by hip-hop trio Migos featuring Lil Uzi Vert that became a breakout hit and cultural phenomenon, topping the Billboard Hot 100.
  • C. Astroworld
    Astroworld is a critically acclaimed and commercially successful 2018 studio album by American rapper Travis Scott, known for its psychedelic production, star-studded features, and hit single "Sicko Mode."
  • D. Tha Block Is Hot
    Tha Block Is Hot is the 1999 debut studio album by American rapper Lil Wayne, which helped launch his solo career in Southern hip hop.
  • E. Creepin'
    "Creepin'" is a soulful track by Stevie Wonder from his acclaimed 1974 album *Fulfillingness' First Finale*.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52ab05c819088204bbb608c837c completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f6f57fc8190a5f50028792ac394 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b211397cec8190a4545db3747486b7 completed March 12, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_69b211a9fcd0819088a11c41280c7668 completed March 12, 2026, 1:06 a.m.
Created at: March 8, 2026, 3:04 p.m.