Triple
T14350365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghostdini: Wizard of Poetry in Emerald City |
E355835
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Chad Beatz
Chad Beatz is a music producer known for his work on Ghostface Killah’s album "Ghostdini: Wizard of Poetry in Emerald City."
|
E1097739
|
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: Chad Beatz | Statement: [Ghostdini: Wizard of Poetry in Emerald City, producer, Chad Beatz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chad Beatz Context triple: [Ghostdini: Wizard of Poetry in Emerald City, producer, Chad Beatz]
-
A.
Kane Beatz
Kane Beatz is an American record producer known for crafting hit hip-hop and rap tracks for major artists such as Lil Wayne, Nicki Minaj, and Trey Songz.
-
B.
Murda Beatz
Murda Beatz is a Canadian record producer and songwriter known for crafting trap and hip-hop hits for major artists like Migos, Drake, and Travis Scott.
-
C.
Swizz Beatz
Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
-
D.
Mike Will Made-It
Mike Will Made-It is an American record producer and songwriter known for crafting hit singles for artists like Miley Cyrus, Rae Sremmurd, and Kendrick Lamar, as well as for his own collaborative projects.
-
E.
Hit-Boy
Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
- 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: Chad Beatz Triple: [Ghostdini: Wizard of Poetry in Emerald City, producer, Chad Beatz]
Generated description
Chad Beatz is a music producer known for his work on Ghostface Killah’s album "Ghostdini: Wizard of Poetry in Emerald City."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chad Beatz Target entity description: Chad Beatz is a music producer known for his work on Ghostface Killah’s album "Ghostdini: Wizard of Poetry in Emerald City."
-
A.
Kane Beatz
Kane Beatz is an American record producer known for crafting hit hip-hop and rap tracks for major artists such as Lil Wayne, Nicki Minaj, and Trey Songz.
-
B.
Murda Beatz
Murda Beatz is a Canadian record producer and songwriter known for crafting trap and hip-hop hits for major artists like Migos, Drake, and Travis Scott.
-
C.
Swizz Beatz
Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
-
D.
Mike Will Made-It
Mike Will Made-It is an American record producer and songwriter known for crafting hit singles for artists like Miley Cyrus, Rae Sremmurd, and Kendrick Lamar, as well as for his own collaborative projects.
-
E.
Hit-Boy
Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f4e1e588190bdc7aaf7a2819948 |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd550aef908190a7ec49e409f92dc7 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd5671340081909d87978be2a5522b |
completed | May 8, 2026, 3:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd57a6711881909429bba35ee867c6 |
completed | May 8, 2026, 3:25 a.m. |
Created at: April 10, 2026, 1:14 a.m.