Triple
T12331954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Day After |
E293982
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Toxic & Twista & Cuzzo
Toxic & Twista & Cuzzo is a hip-hop production team known for contributing to the sound of Twista’s album "The Day After."
|
E976103
|
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 | Statement: [The Day After, producer, Toxic & Twista & Cuzzo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toxic & Twista & Cuzzo Context triple: [The Day After, producer, Toxic & Twista & Cuzzo]
-
A.
D-Tox
D-Tox is a 2002 American psychological thriller film starring Sylvester Stallone as an FBI agent confronting a serial killer inside a remote rehabilitation facility for traumatized law enforcement officers.
-
B.
Tropkillaz
Tropkillaz is a Brazilian electronic music and bass-heavy production duo known for their energetic trap and baile funk-influenced tracks and remixes.
-
C.
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.
-
D.
Twista
Twista is an American rapper known for his rapid-fire delivery and influential role in Chicago's hip-hop scene.
-
E.
Terror Squad
Terror Squad is a New York City-based hip hop collective best known for members like Fat Joe and Big Pun and for hits such as "Lean Back."
- 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 Triple: [The Day After, producer, Toxic & Twista & Cuzzo]
Generated description
Toxic & Twista & Cuzzo is a hip-hop production team known for contributing to the sound of Twista’s album "The Day After."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toxic & Twista & Cuzzo Target entity description: Toxic & Twista & Cuzzo is a hip-hop production team known for contributing to the sound of Twista’s album "The Day After."
-
A.
D-Tox
D-Tox is a 2002 American psychological thriller film starring Sylvester Stallone as an FBI agent confronting a serial killer inside a remote rehabilitation facility for traumatized law enforcement officers.
-
B.
Tropkillaz
Tropkillaz is a Brazilian electronic music and bass-heavy production duo known for their energetic trap and baile funk-influenced tracks and remixes.
-
C.
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.
-
D.
Twista
Twista is an American rapper known for his rapid-fire delivery and influential role in Chicago's hip-hop scene.
-
E.
Terror Squad
Terror Squad is a New York City-based hip hop collective best known for members like Fat Joe and Big Pun and for hits such as "Lean Back."
- 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_69f61e9114f48190988b84eaec2e810f |
completed | May 2, 2026, 3:56 p.m. |
| NEDg | Description generation | batch_69f61fd2429c8190a8a7c46c312e262d |
completed | May 2, 2026, 4:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f623fbb32081909b7daa515eebf75d |
completed | May 2, 2026, 4:19 p.m. |
Created at: April 8, 2026, 9:53 p.m.