Triple

T16729108
Position Surface form Disambiguated ID Type / Status
Subject True Love E406539 entity
Predicate usesVocalSampleOf P121092 FINISHED
Object XXXTentacion recordings
XXXTentacion recordings are audio tracks featuring the late American rapper and singer XXXTentacion, whose emotionally raw vocals and genre-blending style have been widely sampled and influential in contemporary hip-hop and alternative music.
E1231156 NE FINISHED

How this triple was built (5 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: XXXTentacion recordings | Statement: [True Love, usesVocalSampleOf, XXXTentacion recordings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: XXXTentacion recordings
Context triple: [True Love, usesVocalSampleOf, XXXTentacion recordings]
  • A. Echoes of Silence (mixtape)
    Echoes of Silence is a dark, atmospheric R&B mixtape by Canadian singer The Weeknd, known for its moody production and emotionally raw lyrics.
  • B. Tony (mixtape)
    Tony is a mixtape by Chicago drill rapper King Louie that helped raise his profile in the early 2010s hip-hop scene.
  • C. Crenshaw (mixtape)
    Crenshaw is a 2013 mixtape by Los Angeles rapper Nipsey Hussle, best known for its innovative $100-per-copy release strategy and its role in elevating his independent career.
  • D. G-Unit Radio mixtape series
    The G-Unit Radio mixtape series is a popular run of street-oriented mixtapes released in the 2000s that helped cement 50 Cent and G-Unit’s dominance in hip-hop through freestyles, exclusives, and aggressive promotion.
  • E. Drilluminati (mixtape)
    Drilluminati is a mixtape by Chicago rapper King Louie that helped popularize the city's drill music sound with its dark, aggressive style and street-focused lyrics.
  • 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: XXXTentacion recordings
Triple: [True Love, usesVocalSampleOf, XXXTentacion recordings]
Generated description
XXXTentacion recordings are audio tracks featuring the late American rapper and singer XXXTentacion, whose emotionally raw vocals and genre-blending style have been widely sampled and influential in contemporary hip-hop and alternative music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: XXXTentacion recordings
Target entity description: XXXTentacion recordings are audio tracks featuring the late American rapper and singer XXXTentacion, whose emotionally raw vocals and genre-blending style have been widely sampled and influential in contemporary hip-hop and alternative music.
  • A. Echoes of Silence (mixtape)
    Echoes of Silence is a dark, atmospheric R&B mixtape by Canadian singer The Weeknd, known for its moody production and emotionally raw lyrics.
  • B. Tony (mixtape)
    Tony is a mixtape by Chicago drill rapper King Louie that helped raise his profile in the early 2010s hip-hop scene.
  • C. Crenshaw (mixtape)
    Crenshaw is a 2013 mixtape by Los Angeles rapper Nipsey Hussle, best known for its innovative $100-per-copy release strategy and its role in elevating his independent career.
  • D. G-Unit Radio mixtape series
    The G-Unit Radio mixtape series is a popular run of street-oriented mixtapes released in the 2000s that helped cement 50 Cent and G-Unit’s dominance in hip-hop through freestyles, exclusives, and aggressive promotion.
  • E. Drilluminati (mixtape)
    Drilluminati is a mixtape by Chicago rapper King Louie that helped popularize the city's drill music sound with its dark, aggressive style and street-focused lyrics.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesVocalSampleOf
Context triple: [True Love, usesVocalSampleOf, XXXTentacion recordings]
  • A. usesVocalSamples chosen
    Indicates that one entity incorporates recorded vocal sounds from another source into its own audio or musical production.
  • B. containsVocalSamplesFrom
    Indicates that one audio work includes vocal samples that originate from another audio work.
  • C. usesSampleOfSpeechBy
    Indicates that one entity employs or incorporates a sample of speech produced by another entity.
  • D. hasVocals
    Indicates that the subject includes or features vocal elements, such as singing or spoken voice, rather than being purely instrumental or non-vocal.
  • E. usesVocalInstrument
    Indicates that an entity performs or produces sound using their voice as a musical instrument.
  • F. None of above.

Provenance (6 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3874ad5b481908199e4d99ac4225e completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d483a8c8190b127f32dcc21be5a completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a00a12d77d8819087948d870e952ebb completed May 10, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_6a00a1adb95c8190b0db1ef2dc0b7f13 completed May 10, 2026, 3:18 p.m.
PD Predicate disambiguation batch_69e319c807788190901250ab6e0ca55f completed April 18, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:20 a.m.