Triple
T15418990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Regulate... G Funk Era |
E369321
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
The Twinz
The Twinz are a Long Beach, California hip hop duo associated with the G-funk era and known for their collaborations with Warren G.
|
E1156784
|
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: The Twinz | Statement: [Regulate... G Funk Era, featuresArtist, The Twinz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Twinz Context triple: [Regulate... G Funk Era, featuresArtist, The Twinz]
-
A.
Ying Yang Twins
Ying Yang Twins are an American hip hop duo from Atlanta known for their crunk and club-oriented party anthems in the early 2000s.
-
B.
Dru Hill
Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
-
C.
Jodeci
Jodeci is an influential American R&B group known for pioneering the gritty, hip-hop–infused soul sound of the 1990s and inspiring many later artists in the genre.
-
D.
Souls of Mischief
Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
-
E.
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.
- 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: The Twinz Triple: [Regulate... G Funk Era, featuresArtist, The Twinz]
Generated description
The Twinz are a Long Beach, California hip hop duo associated with the G-funk era and known for their collaborations with Warren G.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Twinz Target entity description: The Twinz are a Long Beach, California hip hop duo associated with the G-funk era and known for their collaborations with Warren G.
-
A.
Ying Yang Twins
Ying Yang Twins are an American hip hop duo from Atlanta known for their crunk and club-oriented party anthems in the early 2000s.
-
B.
Dru Hill
Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
-
C.
Jodeci
Jodeci is an influential American R&B group known for pioneering the gritty, hip-hop–infused soul sound of the 1990s and inspiring many later artists in the genre.
-
D.
Souls of Mischief
Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
-
E.
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.
- 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_69ff1a7adb848190836fb972bc8744f1 |
completed | May 9, 2026, 11:28 a.m. |
| NEDg | Description generation | batch_69ff1bc3aa2c8190b61d21fa78682ea1 |
completed | May 9, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1cbccab48190b9e19b5a09324d8c |
completed | May 9, 2026, 11:38 a.m. |
Created at: April 10, 2026, 3:20 a.m.