Triple
T15419063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Mafia Life |
E369322
|
entity |
| Predicate | chronologicallyFollows |
P6702
|
FINISHED |
| Object |
Livin’ Like Hustlers
Livin’ Like Hustlers is the 1990 debut studio album by Compton hip hop group Above the Law, noted for its pioneering G-funk sound and production involvement from Dr. Dre.
|
E1158932
|
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: Livin’ Like Hustlers | Statement: [Black Mafia Life, chronologicallyFollows, Livin’ Like Hustlers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livin’ Like Hustlers Context triple: [Black Mafia Life, chronologicallyFollows, Livin’ Like Hustlers]
-
A.
Show You How To Hustle
"Show You How To Hustle" is a track from Pharrell Williams' debut solo album "In My Mind," blending hip-hop and R&B elements with his signature production style.
-
B.
Hustlin'
"Hustlin'" is a breakout hip-hop single by Rick Ross, best known for its infectious "Everyday I'm hustlin'" hook and its role in launching his mainstream rap career.
-
C.
Hustle Till I Die
Hustle Till I Die is a solo studio album by Memphis rapper and Three 6 Mafia co-founder Juicy J, showcasing his signature Southern hip hop and crunk-influenced style.
-
D.
Hustle Harder
"Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
-
E.
I'm a Hustla
"I'm a Hustla" is a 2005 hip hop single by Cassidy, produced by Swizz Beatz (Kasseem Daoud Dean), known for its aggressive lyrics and distinctive chopped-vocal beat.
- 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: Livin’ Like Hustlers Triple: [Black Mafia Life, chronologicallyFollows, Livin’ Like Hustlers]
Generated description
Livin’ Like Hustlers is the 1990 debut studio album by Compton hip hop group Above the Law, noted for its pioneering G-funk sound and production involvement from Dr. Dre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livin’ Like Hustlers Target entity description: Livin’ Like Hustlers is the 1990 debut studio album by Compton hip hop group Above the Law, noted for its pioneering G-funk sound and production involvement from Dr. Dre.
-
A.
Show You How To Hustle
"Show You How To Hustle" is a track from Pharrell Williams' debut solo album "In My Mind," blending hip-hop and R&B elements with his signature production style.
-
B.
Hustlin'
"Hustlin'" is a breakout hip-hop single by Rick Ross, best known for its infectious "Everyday I'm hustlin'" hook and its role in launching his mainstream rap career.
-
C.
Hustle Till I Die
Hustle Till I Die is a solo studio album by Memphis rapper and Three 6 Mafia co-founder Juicy J, showcasing his signature Southern hip hop and crunk-influenced style.
-
D.
Hustle Harder
"Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
-
E.
I'm a Hustla
"I'm a Hustla" is a 2005 hip hop single by Cassidy, produced by Swizz Beatz (Kasseem Daoud Dean), known for its aggressive lyrics and distinctive chopped-vocal beat.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ebce4f48190ba282ecb4fb2f6fa |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2cf0e90c8190a339e6fca53a02d8 |
completed | May 9, 2026, 12:47 p.m. |
| NEDg | Description generation | batch_69ff2e1fb27c81908de0d755bf30c833 |
completed | May 9, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2f3ab6988190b4cefe2f55c4101c |
completed | May 9, 2026, 12:57 p.m. |
Created at: April 10, 2026, 3:20 a.m.