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.