Triple
T1233395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uptown Records |
E26492
|
entity |
| Predicate | helpedLaunchCareerOf |
P14805
|
FINISHED |
| Object |
Heavy D & the Boyz
Heavy D & the Boyz were a popular late-1980s and early-1990s hip hop group led by rapper Heavy D, known for their upbeat, danceable tracks and crossover appeal.
|
E141989
|
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: Heavy D & the Boyz | Statement: [Uptown Records, helpedLaunchCareerOf, Heavy D & the Boyz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heavy D & the Boyz Context triple: [Uptown Records, helpedLaunchCareerOf, Heavy D & the Boyz]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
-
E.
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.
- 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: Heavy D & the Boyz Triple: [Uptown Records, helpedLaunchCareerOf, Heavy D & the Boyz]
Generated description
Heavy D & the Boyz were a popular late-1980s and early-1990s hip hop group led by rapper Heavy D, known for their upbeat, danceable tracks and crossover appeal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heavy D & the Boyz Target entity description: Heavy D & the Boyz were a popular late-1980s and early-1990s hip hop group led by rapper Heavy D, known for their upbeat, danceable tracks and crossover appeal.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
-
E.
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.
- 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_69a4be5d16ec819088056167c88d3318 |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f75778881908c9c3ea6f8b3392a |
completed | March 7, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69ac9000ffac81908f336b25b3651bb6 |
completed | March 7, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac905ce0c48190a8465988161f19ed |
completed | March 7, 2026, 8:53 p.m. |
Created at: March 1, 2026, 7:47 p.m.