Triple
T13494716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | XXXTentacion |
E320727
|
entity |
| Predicate | studioAlbum |
P25507
|
FINISHED |
| Object |
Bad Vibes Forever
Bad Vibes Forever is a posthumous studio album by American rapper XXXTentacion that blends emo rap, R&B, and alternative influences with numerous guest features.
|
E1043338
|
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: Bad Vibes Forever | Statement: [XXXTentacion, studioAlbum, Bad Vibes Forever]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Vibes Forever Context triple: [XXXTentacion, studioAlbum, Bad Vibes Forever]
-
A.
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.
-
B.
Catch a Vibe
"Catch a Vibe" is a hip-hop track featured on Bow Wow's 2006 album "The Price of Fame."
-
C.
Bitch, Don’t Kill My Vibe
"Bitch, Don’t Kill My Vibe" is a critically acclaimed hip-hop track by Kendrick Lamar from his album "good kid, m.A.A.d city," known for its introspective lyrics and smooth, atmospheric production.
-
D.
Vibe So Hot
"Vibe So Hot" is a mellow, indie-folk/pop track by singer-songwriter Priscilla Ahn that showcases her soft vocals and laid-back, summery sound.
-
E.
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.
- 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: Bad Vibes Forever Triple: [XXXTentacion, studioAlbum, Bad Vibes Forever]
Generated description
Bad Vibes Forever is a posthumous studio album by American rapper XXXTentacion that blends emo rap, R&B, and alternative influences with numerous guest features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Vibes Forever Target entity description: Bad Vibes Forever is a posthumous studio album by American rapper XXXTentacion that blends emo rap, R&B, and alternative influences with numerous guest features.
-
A.
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.
-
B.
Catch a Vibe
"Catch a Vibe" is a hip-hop track featured on Bow Wow's 2006 album "The Price of Fame."
-
C.
Bitch, Don’t Kill My Vibe
"Bitch, Don’t Kill My Vibe" is a critically acclaimed hip-hop track by Kendrick Lamar from his album "good kid, m.A.A.d city," known for its introspective lyrics and smooth, atmospheric production.
-
D.
Vibe So Hot
"Vibe So Hot" is a mellow, indie-folk/pop track by singer-songwriter Priscilla Ahn that showcases her soft vocals and laid-back, summery sound.
-
E.
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.
- 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_69d807629d6c8190998f1b9bb12d2ed0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaf4da2c88190a867b53529d39545 |
completed | April 12, 2026, 2:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7463d3a948190aab07a25fd903d4e |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f7496187988190b42e51f192cd4a80 |
completed | May 3, 2026, 1:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74a0420908190b2b4988cc4d4a20a |
completed | May 3, 2026, 1:13 p.m. |
Created at: April 9, 2026, 9:43 p.m.