Triple
T12260260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Necessary Evil |
E292202
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Killbeatz
Killbeatz is a renowned Ghanaian music producer and sound engineer known for shaping contemporary Afrobeats and working with top African and international artists.
|
E968727
|
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: Killbeatz | Statement: [Necessary Evil, producer, Killbeatz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Killbeatz Context triple: [Necessary Evil, producer, Killbeatz]
-
A.
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.
-
B.
CuBeatz
CuBeatz is a German hip-hop production duo known for crafting atmospheric, melodic trap beats for prominent artists in the U.S. and international rap scenes.
-
C.
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.
-
D.
J Beatzz
J Beatzz is a hip-hop music producer known for contributing to Big Boi’s album "Boomiverse."
-
E.
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.
- 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: Killbeatz Triple: [Necessary Evil, producer, Killbeatz]
Generated description
Killbeatz is a renowned Ghanaian music producer and sound engineer known for shaping contemporary Afrobeats and working with top African and international artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Killbeatz Target entity description: Killbeatz is a renowned Ghanaian music producer and sound engineer known for shaping contemporary Afrobeats and working with top African and international artists.
-
A.
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.
-
B.
CuBeatz
CuBeatz is a German hip-hop production duo known for crafting atmospheric, melodic trap beats for prominent artists in the U.S. and international rap scenes.
-
C.
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.
-
D.
J Beatzz
J Beatzz is a hip-hop music producer known for contributing to Big Boi’s album "Boomiverse."
-
E.
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.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cd964ec81908241d2b9a96d1025 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60ac1b5148190838b782848e3fa36 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bde9b0c81908df8207a8b6530af |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c97a7e08190b782b3aa6d60d770 |
completed | May 2, 2026, 2:39 p.m. |
Created at: April 8, 2026, 9:52 p.m.