Triple
T20420166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doe or Die II |
E500826
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Talkin’ Mafia
Talkin’ Mafia is a track from AZ’s album "Doe or Die II," reflecting his signature mafioso rap style and lyrical storytelling.
|
E1429090
|
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: Talkin’ Mafia | Statement: [Doe or Die II, hasPart, Talkin’ Mafia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talkin’ Mafia Context triple: [Doe or Die II, hasPart, Talkin’ Mafia]
-
A.
Mafia!
Mafia! is a 1998 American parody film that spoofs classic mob movies like The Godfather and Casino with broad, slapstick humor.
-
B.
Mafia Music
"Mafia Music" is a song by American rapper Rick Ross, known for its introspective lyrics and cinematic production on his album *Deeper Than Rap*.
-
C.
Mafia
The Mafia is a powerful, hierarchical criminal organization involved in activities such as extortion, racketeering, and illegal trafficking, often depicted in popular culture as an underworld syndicate bound by strict codes of loyalty and secrecy.
-
D.
Murder Party
Murder Party is a 2007 low-budget horror-comedy film written and directed by Jeremy Saulnier about a man who unwittingly attends a Halloween party hosted by deranged art students who plan to kill him as part of an art project.
-
E.
Mafia Wars
Mafia Wars is a popular social network-based role-playing game where players build criminal empires, originally developed and published by Zynga.
- 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: Talkin’ Mafia Triple: [Doe or Die II, hasPart, Talkin’ Mafia]
Generated description
Talkin’ Mafia is a track from AZ’s album "Doe or Die II," reflecting his signature mafioso rap style and lyrical storytelling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talkin’ Mafia Target entity description: Talkin’ Mafia is a track from AZ’s album "Doe or Die II," reflecting his signature mafioso rap style and lyrical storytelling.
-
A.
Mafia!
Mafia! is a 1998 American parody film that spoofs classic mob movies like The Godfather and Casino with broad, slapstick humor.
-
B.
Mafia Music
"Mafia Music" is a song by American rapper Rick Ross, known for its introspective lyrics and cinematic production on his album *Deeper Than Rap*.
-
C.
Mafia
The Mafia is a powerful, hierarchical criminal organization involved in activities such as extortion, racketeering, and illegal trafficking, often depicted in popular culture as an underworld syndicate bound by strict codes of loyalty and secrecy.
-
D.
Murder Party
Murder Party is a 2007 low-budget horror-comedy film written and directed by Jeremy Saulnier about a man who unwittingly attends a Halloween party hosted by deranged art students who plan to kill him as part of an art project.
-
E.
Mafia Wars
Mafia Wars is a popular social network-based role-playing game where players build criminal empires, originally developed and published by Zynga.
- 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_69e0b4aa68fc8190b1a14c55575ef04a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67ba39f7081909358f1103a0f241c |
completed | April 20, 2026, 7:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b2c59a481908de9ca46fe4e8a9c |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088017be588190ab94b8180e44ebf4 |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0880c45e1081908f439ade0c31a47e |
completed | May 16, 2026, 2:35 p.m. |
Created at: April 16, 2026, 11:30 a.m.