Triple

T22053287
Position Surface form Disambiguated ID Type / Status
Subject Labcabincalifornia E544939 entity
Predicate producer P490 FINISHED
Object M-Walk
M-Walk is a hip-hop music producer known for contributing to The Pharcyde’s acclaimed 1995 album "Labcabincalifornia."
E1516172 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: M-Walk | Statement: [Labcabincalifornia, producer, M-Walk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-Walk
Context triple: [Labcabincalifornia, producer, M-Walk]
  • A. Walkin
    "Walkin" is a 2022 hip-hop single by American rapper Denzel Curry, known for its introspective lyrics, dynamic beat switch, and socially conscious themes.
  • B. Get Yo Walk On
    "Get Yo Walk On" is a hip hop track by Xzibit, featured on his album "Man vs. Machine" and known for its energetic beat and club-oriented sound.
  • C. Boogie
    Boogie is a coming-of-age sports drama film centered on a Chinese American basketball phenom navigating cultural expectations and his NBA dreams.
  • D. March N' Step
    "March N' Step" is a track by the rapper The Peoples Champ, showcasing his Southern hip-hop style and lyrical swagger.
  • E. Big Stepper
    "Big Stepper" is a track by American rapper Roddy Ricch from his debut studio album "Please Excuse Me for Being Antisocial."
  • 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: M-Walk
Triple: [Labcabincalifornia, producer, M-Walk]
Generated description
M-Walk is a hip-hop music producer known for contributing to The Pharcyde’s acclaimed 1995 album "Labcabincalifornia."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-Walk
Target entity description: M-Walk is a hip-hop music producer known for contributing to The Pharcyde’s acclaimed 1995 album "Labcabincalifornia."
  • A. Walkin
    "Walkin" is a 2022 hip-hop single by American rapper Denzel Curry, known for its introspective lyrics, dynamic beat switch, and socially conscious themes.
  • B. Get Yo Walk On
    "Get Yo Walk On" is a hip hop track by Xzibit, featured on his album "Man vs. Machine" and known for its energetic beat and club-oriented sound.
  • C. Boogie
    Boogie is a coming-of-age sports drama film centered on a Chinese American basketball phenom navigating cultural expectations and his NBA dreams.
  • D. March N' Step
    "March N' Step" is a track by the rapper The Peoples Champ, showcasing his Southern hip-hop style and lyrical swagger.
  • E. Big Stepper
    "Big Stepper" is a track by American rapper Roddy Ricch from his debut studio album "Please Excuse Me for Being Antisocial."
  • 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_69e11e3377c48190890c17407b9527d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12855c7708190a8de44837140b654 completed April 28, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b7b3ccc8190a4d8728b135aa22d completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c2705e48190aebbc7b0b6221757 completed May 18, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7ce3c684819090b25ca1e7596722 completed May 18, 2026, 2:43 a.m.
Created at: April 16, 2026, 8:26 p.m.