Triple

T7728490
Position Surface form Disambiguated ID Type / Status
Subject Taylor McFerrin E175191 entity
Predicate notableWork P4 FINISHED
Object Broken Vibes EP
Broken Vibes EP is an early release by producer and musician Taylor McFerrin that showcases his blend of electronic, jazz, and soul influences.
 E684213 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: Broken Vibes EP | Statement: [Taylor McFerrin, notableWork, Broken Vibes EP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Broken Vibes EP
Context triple: [Taylor McFerrin, notableWork, Broken Vibes EP]
  • A. Vibes and Stuff
    "Vibes and Stuff" is a jazz-infused hip hop track by A Tribe Called Quest from their influential 1991 album *The Low End Theory*.
  • B. The Longshot EP
    The Longshot EP is the debut extended play by Billie Joe Armstrong's side project band The Longshot, showcasing their punk-influenced rock sound.
  • C. It’s a Vibe
    "It’s a Vibe" is a smooth, laid-back hip-hop track by 2 Chainz featuring Ty Dolla $ign, Trey Songz, and Jhené Aiko, known for its mellow production and sensual, atmospheric feel.
  • D. The Sing Sing EP
    The Sing Sing EP is a music release by the Australian ambient rock band Not Drowning, Waving, showcasing their atmospheric and experimental sound.
  • E. Unplugged EP
    Unplugged EP is a live extended play recording by Alicia Keys featuring acoustic performances from her MTV Unplugged session.
  • 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: Broken Vibes EP
Triple: [Taylor McFerrin, notableWork, Broken Vibes EP]
Generated description
Broken Vibes EP is an early release by producer and musician Taylor McFerrin that showcases his blend of electronic, jazz, and soul influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Broken Vibes EP
Target entity description: Broken Vibes EP is an early release by producer and musician Taylor McFerrin that showcases his blend of electronic, jazz, and soul influences.
  • A. Vibes and Stuff
    "Vibes and Stuff" is a jazz-infused hip hop track by A Tribe Called Quest from their influential 1991 album *The Low End Theory*.
  • B. The Longshot EP
    The Longshot EP is the debut extended play by Billie Joe Armstrong's side project band The Longshot, showcasing their punk-influenced rock sound.
  • C. It’s a Vibe
    "It’s a Vibe" is a smooth, laid-back hip-hop track by 2 Chainz featuring Ty Dolla $ign, Trey Songz, and Jhené Aiko, known for its mellow production and sensual, atmospheric feel.
  • D. The Sing Sing EP
    The Sing Sing EP is a music release by the Australian ambient rock band Not Drowning, Waving, showcasing their atmospheric and experimental sound.
  • E. Unplugged EP
    Unplugged EP is a live extended play recording by Alicia Keys featuring acoustic performances from her MTV Unplugged session.
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70315e8e88190a5c7e5d2f2ef66bc completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b52adf6481908cb78e7cc7c4266d completed March 29, 2026, 5:14 a.m.
NEDg Description generation batch_69c8b5e091048190a105cb6743a6d69d completed March 29, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69c8b68f44148190b08882625db98f96 completed March 29, 2026, 5:20 a.m.
Created at: March 27, 2026, 4:06 p.m.