Triple

T16722665
Position Surface form Disambiguated ID Type / Status
Subject Quasimoto E406387 entity
Predicate notableSong P4 FINISHED
Object Microphone Mathematics
"Microphone Mathematics" is an underground hip-hop track by Quasimoto, the alter ego of producer-rapper Madlib, known for its off-kilter beats and surreal, high-pitched vocals.
 E1230112 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: Microphone Mathematics | Statement: [Quasimoto, notableSong, Microphone Mathematics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microphone Mathematics
Context triple: [Quasimoto, notableSong, Microphone Mathematics]
  • A. How Many Mics
    "How Many Mics" is a politically charged hip hop track by the Fugees, known for its sharp lyricism and social commentary on their acclaimed album *The Score*.
  • B. Méta-Matics
    Méta-Matics is a series of self-drawing kinetic machines by Swiss artist Jean Tinguely that satirize automation and the art-making process.
  • C. Grab the Microphone
    "Grab the Microphone" is a hip-hop track by rapper No Said Date, showcasing his lyrical style and flow.
  • D. “Microphone Fiend”
    “Microphone Fiend” is a classic hip hop track originally by Eric B. & Rakim, later famously covered by Rage Against the Machine on their album *Renegades*.
  • E. Mathis
    Mathis is a supporting character in Ian Fleming's James Bond series, notably appearing as an ally in the novel "Casino Royale."
  • 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: Microphone Mathematics
Triple: [Quasimoto, notableSong, Microphone Mathematics]
Generated description
"Microphone Mathematics" is an underground hip-hop track by Quasimoto, the alter ego of producer-rapper Madlib, known for its off-kilter beats and surreal, high-pitched vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microphone Mathematics
Target entity description: "Microphone Mathematics" is an underground hip-hop track by Quasimoto, the alter ego of producer-rapper Madlib, known for its off-kilter beats and surreal, high-pitched vocals.
  • A. How Many Mics
    "How Many Mics" is a politically charged hip hop track by the Fugees, known for its sharp lyricism and social commentary on their acclaimed album *The Score*.
  • B. Méta-Matics
    Méta-Matics is a series of self-drawing kinetic machines by Swiss artist Jean Tinguely that satirize automation and the art-making process.
  • C. Grab the Microphone
    "Grab the Microphone" is a hip-hop track by rapper No Said Date, showcasing his lyrical style and flow.
  • D. “Microphone Fiend”
    “Microphone Fiend” is a classic hip hop track originally by Eric B. & Rakim, later famously covered by Rage Against the Machine on their album *Renegades*.
  • E. Mathis
    Mathis is a supporting character in Ian Fleming's James Bond series, notably appearing as an ally in the novel "Casino Royale."
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e387449eb08190b174f8e142ea631b completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d41cb6c8190bfa164ad20f009d9 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009deba8448190a9f480e6807ea6be completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009e5daf808190ae75d8c3e22aaef2 completed May 10, 2026, 3:03 p.m.
Created at: April 10, 2026, 5:20 a.m.