Triple
T12331956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Day After |
E293982
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Toxic & Twista & Cuzzo & Tight Mike
Toxic, Twista, Cuzzo, and Tight Mike are a production team known for their work on Twista’s hip hop album "The Day After."
|
E980154
|
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: Toxic & Twista & Cuzzo & Tight Mike | Statement: [The Day After, producer, Toxic & Twista & Cuzzo & Tight Mike]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toxic & Twista & Cuzzo & Tight Mike Context triple: [The Day After, producer, Toxic & Twista & Cuzzo & Tight Mike]
-
A.
Twista
Twista is an American rapper known for his rapid-fire delivery and influential role in Chicago's hip-hop scene.
-
B.
Lil Twist
Lil Twist is an American rapper from Dallas, Texas, known for his early association with Lil Wayne and appearances on various Young Money projects.
-
C.
Tropkillaz
Tropkillaz is a Brazilian electronic music and bass-heavy production duo known for their energetic trap and baile funk-influenced tracks and remixes.
-
D.
DJ Nasty & LVM
DJ Nasty & LVM are a hip-hop production duo best known for crafting beats on Ludacris’s album *The Red Light District*.
-
E.
The Clipse
The Clipse is an American hip hop duo from Virginia, best known for their gritty, Neptunes-produced coke-rap anthems and influential impact on 2000s rap.
- 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: Toxic & Twista & Cuzzo & Tight Mike Triple: [The Day After, producer, Toxic & Twista & Cuzzo & Tight Mike]
Generated description
Toxic, Twista, Cuzzo, and Tight Mike are a production team known for their work on Twista’s hip hop album "The Day After."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toxic & Twista & Cuzzo & Tight Mike Target entity description: Toxic, Twista, Cuzzo, and Tight Mike are a production team known for their work on Twista’s hip hop album "The Day After."
-
A.
Twista
Twista is an American rapper known for his rapid-fire delivery and influential role in Chicago's hip-hop scene.
-
B.
Lil Twist
Lil Twist is an American rapper from Dallas, Texas, known for his early association with Lil Wayne and appearances on various Young Money projects.
-
C.
Tropkillaz
Tropkillaz is a Brazilian electronic music and bass-heavy production duo known for their energetic trap and baile funk-influenced tracks and remixes.
-
D.
DJ Nasty & LVM
DJ Nasty & LVM are a hip-hop production duo best known for crafting beats on Ludacris’s album *The Red Light District*.
-
E.
The Clipse
The Clipse is an American hip hop duo from Virginia, best known for their gritty, Neptunes-produced coke-rap anthems and influential impact on 2000s rap.
- 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_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f634ee08190b4f533505d402219 |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6346a3f34819091882004ab558347 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356b545c819089a5f5b901afc5f2 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636382ffc8190becfae41757a45d8 |
completed | May 2, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:53 p.m.