Triple

T15419038
Position Surface form Disambiguated ID Type / Status
Subject Black Mafia Life E369322 entity
Predicate producer P490 FINISHED
Object Total Kaos
Total Kaos is a hip-hop music producer known for contributing to the sound of the album "Black Mafia Life."
E1156797 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: Total Kaos | Statement: [Black Mafia Life, producer, Total Kaos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Total Kaos
Context triple: [Black Mafia Life, producer, Total Kaos]
  • A. Kaos
    Kaos is a collaborative hip-hop album by Roc Marciano and DJ Muggs known for its gritty production and intricate lyricism.
  • B. Kaos
    Kaos is an Italian anthology film directed by Paolo and Vittorio Taviani, adapting several Luigi Pirandello short stories into a series of visually rich, thematically linked episodes.
  • C. Kaos
    Kaos is the primary villain in the Skylanders video game series, a power-hungry Portal Master who repeatedly schemes to conquer Skylands.
  • D. Kabu Kabu
    Kabu Kabu is a speculative fiction short story collection by Nnedi Okorafor that blends African folklore, magical realism, and contemporary themes.
  • E. KAOS
    KAOS is the fictional international criminal organization and primary antagonist group in the classic spy-comedy television series "Get Smart."
  • 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: Total Kaos
Triple: [Black Mafia Life, producer, Total Kaos]
Generated description
Total Kaos is a hip-hop music producer known for contributing to the sound of the album "Black Mafia Life."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Total Kaos
Target entity description: Total Kaos is a hip-hop music producer known for contributing to the sound of the album "Black Mafia Life."
  • A. Kaos
    Kaos is a collaborative hip-hop album by Roc Marciano and DJ Muggs known for its gritty production and intricate lyricism.
  • B. Kaos
    Kaos is an Italian anthology film directed by Paolo and Vittorio Taviani, adapting several Luigi Pirandello short stories into a series of visually rich, thematically linked episodes.
  • C. Kaos
    Kaos is the primary villain in the Skylanders video game series, a power-hungry Portal Master who repeatedly schemes to conquer Skylands.
  • D. Kabu Kabu
    Kabu Kabu is a speculative fiction short story collection by Nnedi Okorafor that blends African folklore, magical realism, and contemporary themes.
  • E. KAOS
    KAOS is the fictional international criminal organization and primary antagonist group in the classic spy-comedy television series "Get Smart."
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ebce4f48190ba282ecb4fb2f6fa completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a7adb848190836fb972bc8744f1 completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1bc3aa2c8190b61d21fa78682ea1 completed May 9, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69ff1cbccab48190b9e19b5a09324d8c completed May 9, 2026, 11:38 a.m.
Created at: April 10, 2026, 3:20 a.m.