Triple
T1041257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Life After Death |
E22473
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
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.
|
E120270
|
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: Bone Thugs-n-Harmony | Statement: [Life After Death, featuresArtist, Bone Thugs-n-Harmony]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bone Thugs-n-Harmony Context triple: [Life After Death, featuresArtist, Bone Thugs-n-Harmony]
-
A.
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.
-
B.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
-
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.
Outkast
Outkast is an influential American hip hop duo from Atlanta, Georgia, known for their innovative fusion of rap, funk, and soul and acclaimed albums like "Aquemini" and "Speakerboxxx/The Love Below."
-
E.
Wu-Tang Clan
Wu-Tang Clan is a highly influential American hip hop collective from Staten Island, New York, renowned for its gritty sound, martial arts-inspired aesthetic, and impact on 1990s rap culture.
- 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: Bone Thugs-n-Harmony Triple: [Life After Death, featuresArtist, Bone Thugs-n-Harmony]
Generated description
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bone Thugs-n-Harmony Target entity description: Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
-
A.
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.
-
B.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
-
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.
Outkast
Outkast is an influential American hip hop duo from Atlanta, Georgia, known for their innovative fusion of rap, funk, and soul and acclaimed albums like "Aquemini" and "Speakerboxxx/The Love Below."
-
E.
Wu-Tang Clan
Wu-Tang Clan is a highly influential American hip hop collective from Staten Island, New York, renowned for its gritty sound, martial arts-inspired aesthetic, and impact on 1990s rap culture.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82f6c14819080277443ea4722dd |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc58d8c8190b9dc7a4bc986abcb |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3cf534008190a034d71c90f35efd |
completed | March 7, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3d61a0c48190b619b3049df33512 |
completed | March 7, 2026, 2:59 p.m. |
Created at: March 1, 2026, 7:42 p.m.