Triple
T1233022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lil Wayne |
E26484
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Hot Boys
Hot Boys was a late-1990s New Orleans hip hop group on Cash Money Records known for helping launch the careers of Lil Wayne, Juvenile, B.G., and Turk.
|
E141038
|
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: Hot Boys | Statement: [Lil Wayne, memberOf, Hot Boys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hot Boys Context triple: [Lil Wayne, memberOf, Hot Boys]
-
A.
Bone Thugs-n-Harmony
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
-
B.
Westside Connection
Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
-
C.
Migos
Migos is an American hip-hop trio from Georgia known for popularizing the modern trap sound and the triplet rap flow in mainstream rap music.
-
D.
Re-Up Gang
Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
-
E.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
- 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: Hot Boys Triple: [Lil Wayne, memberOf, Hot Boys]
Generated description
Hot Boys was a late-1990s New Orleans hip hop group on Cash Money Records known for helping launch the careers of Lil Wayne, Juvenile, B.G., and Turk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hot Boys Target entity description: Hot Boys was a late-1990s New Orleans hip hop group on Cash Money Records known for helping launch the careers of Lil Wayne, Juvenile, B.G., and Turk.
-
A.
Bone Thugs-n-Harmony
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
-
B.
Westside Connection
Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
-
C.
Ruff Ryders
Ruff Ryders is a prominent hip-hop collective and record label known for artists like DMX, Eve, and producer Swizz Beatz, influential in late 1990s and early 2000s rap.
-
D.
Migos
Migos is an American hip-hop trio from Georgia known for popularizing the modern trap sound and the triplet rap flow in mainstream rap music.
-
E.
Re-Up Gang
Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
- 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_69a4948571c88190a9191e451e6035fd |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be5b40208190b115a6a344402caf |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a16badc8190b5b603db0ca738cb |
completed | March 7, 2026, 8:27 p.m. |
| NEDg | Description generation | batch_69ac8b70bd888190bed944579237bfad |
completed | March 7, 2026, 8:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8bce4be48190b7e396d31e881450 |
completed | March 7, 2026, 8:34 p.m. |
Created at: March 1, 2026, 7:47 p.m.