Triple

T3120445
Position Surface form Disambiguated ID Type / Status
Subject Things Fall Apart E65170 entity
Predicate producer P490 FINISHED
Object The Grand Wizzards
The Grand Wizzards are a music production team known for their work on hip-hop recordings, including tracks like "Things Fall Apart."
E330145 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: The Grand Wizzards | Statement: [Things Fall Apart, producer, The Grand Wizzards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Grand Wizzards
Context triple: [Things Fall Apart, producer, The Grand Wizzards]
  • A. Wreckx-N-Effect
    Wreckx-N-Effect was an American new jack swing and hip hop group best known for their early 1990s hit single "Rump Shaker."
  • B. De La Soul
    De La Soul is an influential American hip hop trio from Long Island known for their innovative, jazz-influenced sound and playful, socially conscious lyrics.
  • C. The Pharcyde
    The Pharcyde is an alternative hip hop group from Los Angeles known for their jazzy production, offbeat humor, and introspective lyricism, particularly on their acclaimed 1992 debut album "Bizarre Ride II the Pharcyde."
  • D. Cypress Hill
    Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
  • E. Beastie Boys
    Beastie Boys were a pioneering New York City hip hop group known for their genre-blending sound, irreverent humor, and influential albums like "Licensed to Ill" and "Paul's Boutique."
  • 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: The Grand Wizzards
Triple: [Things Fall Apart, producer, The Grand Wizzards]
Generated description
The Grand Wizzards are a music production team known for their work on hip-hop recordings, including tracks like "Things Fall Apart."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Grand Wizzards
Target entity description: The Grand Wizzards are a music production team known for their work on hip-hop recordings, including tracks like "Things Fall Apart."
  • A. Wreckx-N-Effect
    Wreckx-N-Effect was an American new jack swing and hip hop group best known for their early 1990s hit single "Rump Shaker."
  • B. De La Soul
    De La Soul is an influential American hip hop trio from Long Island known for their innovative, jazz-influenced sound and playful, socially conscious lyrics.
  • C. The Sugarhill Gang
    The Sugarhill Gang is an American hip hop group best known for their 1979 single "Rapper's Delight," one of the first rap songs to gain widespread mainstream popularity.
  • D. The Pharcyde
    The Pharcyde is an alternative hip hop group from Los Angeles known for their jazzy production, offbeat humor, and introspective lyricism, particularly on their acclaimed 1992 debut album "Bizarre Ride II the Pharcyde."
  • E. Cypress Hill
    Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4eb6a6081909df41f67999eb4ff completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f67b80c8190849581cf1829d840 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2135f05c88190b926556828a038ac completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b214268d588190996d909297baaffc completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.