Triple
T16411335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waka Flocka Flame |
E398571
|
entity |
| Predicate | mixtape |
P24091
|
FINISHED |
| Object |
DuFlocka Rant
DuFlocka Rant is a 2012 mixtape by Atlanta rapper Waka Flocka Flame that showcases his aggressive trap sound and street-oriented lyrics.
|
E1212004
|
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: DuFlocka Rant | Statement: [Waka Flocka Flame, mixtape, DuFlocka Rant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DuFlocka Rant Context triple: [Waka Flocka Flame, mixtape, DuFlocka Rant]
-
A.
Brotha Lynch Hung
Brotha Lynch Hung is an American rapper and producer from Sacramento known for his dark, horrorcore style and graphic, cinematic storytelling.
-
B.
Down Wit That
"Down Wit That" is a track from Chance the Rapper and Jeremih’s collaborative Christmas-themed mixtape "Merry Christmas Lil Mama."
-
C.
Rapperholic
Rapperholic is a popular studio album by Ghanaian rapper Sarkodie that helped solidify his status as a leading figure in African hip hop.
-
D.
The Mad Rapper
The Mad Rapper is the satirical alter ego of hip-hop producer Deric "D-Dot" Angelettie, known from skits and appearances on late-1990s Bad Boy Records releases.
-
E.
Flava
Flava is a hip hop track by the rap collective Rich Gang, known for its melodic style and collaborative lineup of prominent artists.
- 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: DuFlocka Rant Triple: [Waka Flocka Flame, mixtape, DuFlocka Rant]
Generated description
DuFlocka Rant is a 2012 mixtape by Atlanta rapper Waka Flocka Flame that showcases his aggressive trap sound and street-oriented lyrics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DuFlocka Rant Target entity description: DuFlocka Rant is a 2012 mixtape by Atlanta rapper Waka Flocka Flame that showcases his aggressive trap sound and street-oriented lyrics.
-
A.
Brotha Lynch Hung
Brotha Lynch Hung is an American rapper and producer from Sacramento known for his dark, horrorcore style and graphic, cinematic storytelling.
-
B.
Down Wit That
"Down Wit That" is a track from Chance the Rapper and Jeremih’s collaborative Christmas-themed mixtape "Merry Christmas Lil Mama."
-
C.
Rapperholic
Rapperholic is a popular studio album by Ghanaian rapper Sarkodie that helped solidify his status as a leading figure in African hip hop.
-
D.
The Mad Rapper
The Mad Rapper is the satirical alter ego of hip-hop producer Deric "D-Dot" Angelettie, known from skits and appearances on late-1990s Bad Boy Records releases.
-
E.
Flava
Flava is a hip hop track by the rap collective Rich Gang, known for its melodic style and collaborative lineup of prominent artists.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32874a0cc8190874aea10b1d13004 |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c66d41481909340f247f6e5393f |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003f2971bc819099f9b6800885bb5f |
completed | May 10, 2026, 8:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003ff96b3081909bcef37c77c0c5b1 |
completed | May 10, 2026, 8:21 a.m. |
Created at: April 10, 2026, 5:09 a.m.