Triple
T8176014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Major Key |
E190938
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Nasty Beatmakers
Nasty Beatmakers is a hip-hop production duo known for crafting hard-hitting beats for prominent rap artists in the 2000s and 2010s.
|
E716294
|
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: Nasty Beatmakers | Statement: [Major Key, producer, Nasty Beatmakers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nasty Beatmakers Context triple: [Major Key, producer, Nasty Beatmakers]
-
A.
Dead Beats
Dead Beats is a comic book series written by Eric Palicki, known for its blend of music-themed storytelling and supernatural or horror elements.
-
B.
Murder Beatz
Murder Beatz is a Canadian record producer and songwriter best known for crafting trap and hip-hop hits for major artists like Drake, Migos, and Travis Scott.
-
C.
Nothing but the Beat
Nothing but the Beat is a 2011 electronic dance music album by French DJ and producer David Guetta that features numerous collaborations with prominent pop and hip-hop artists.
-
D.
Blatant Beast
The Blatant Beast is a monstrous symbol of slander and defamation in Edmund Spenser’s epic poem *The Faerie Queene*, representing the destructive power of malicious gossip.
-
E.
Young Niggaz
"Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
- 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: Nasty Beatmakers Triple: [Major Key, producer, Nasty Beatmakers]
Generated description
Nasty Beatmakers is a hip-hop production duo known for crafting hard-hitting beats for prominent rap artists in the 2000s and 2010s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nasty Beatmakers Target entity description: Nasty Beatmakers is a hip-hop production duo known for crafting hard-hitting beats for prominent rap artists in the 2000s and 2010s.
-
A.
Dead Beats
Dead Beats is a comic book series written by Eric Palicki, known for its blend of music-themed storytelling and supernatural or horror elements.
-
B.
Murder Beatz
Murder Beatz is a Canadian record producer and songwriter best known for crafting trap and hip-hop hits for major artists like Drake, Migos, and Travis Scott.
-
C.
Nothing but the Beat
Nothing but the Beat is a 2011 electronic dance music album by French DJ and producer David Guetta that features numerous collaborations with prominent pop and hip-hop artists.
-
D.
Blatant Beast
The Blatant Beast is a monstrous symbol of slander and defamation in Edmund Spenser’s epic poem *The Faerie Queene*, representing the destructive power of malicious gossip.
-
E.
Young Niggaz
"Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
- 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_69ca82c1c0a08190bf8692b4d91a03ca |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4ab8295081909a450fcaa34f6ec6 |
completed | March 31, 2026, 4:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf75bf2481908d585f7017be36a5 |
completed | April 1, 2026, 6:47 a.m. |
| NEDg | Description generation | batch_69ccc313ba7c81909b9ee65b37ed165e |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd85aa2888190bd167148b21a3f93 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:40 p.m.