Triple

T13738284
Position Surface form Disambiguated ID Type / Status
Subject 7L & Esoteric E330008 entity
Predicate hasMember P10 FINISHED
Object DJ 7L
DJ 7L is an American hip-hop DJ and producer best known as one half of the underground rap duo 7L & Esoteric.
E1057618 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: DJ 7L | Statement: [7L & Esoteric, hasMember, DJ 7L]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DJ 7L
Context triple: [7L & Esoteric, hasMember, DJ 7L]
  • A. GrandMixer D.ST
    GrandMixer D.ST is an influential hip hop DJ and turntablist best known for pioneering scratching techniques on Herbie Hancock’s groundbreaking 1983 track “Rockit.”
  • B. Roland TR-08
    The Roland TR-08 is a compact, modern boutique recreation of Roland’s iconic TR-808 drum machine, faithfully emulating its classic analog sounds and interface with updated digital features.
  • C. Beat Box
    "Beat Box" is an influential 1983 experimental electronic track by the Art of Noise, known for its innovative use of sampling and production techniques.
  • D. Akai MPC60
    The Akai MPC60 is a pioneering drum machine and MIDI production workstation, co-designed by Roger Linn, that helped define the sound and workflow of early hip-hop and electronic music production.
  • E. Machinedrum
    Machinedrum is an American electronic music producer and DJ known for his innovative fusion of jungle, footwork, IDM, and hip-hop influences.
  • 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: DJ 7L
Triple: [7L & Esoteric, hasMember, DJ 7L]
Generated description
DJ 7L is an American hip-hop DJ and producer best known as one half of the underground rap duo 7L & Esoteric.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DJ 7L
Target entity description: DJ 7L is an American hip-hop DJ and producer best known as one half of the underground rap duo 7L & Esoteric.
  • A. GrandMixer D.ST
    GrandMixer D.ST is an influential hip hop DJ and turntablist best known for pioneering scratching techniques on Herbie Hancock’s groundbreaking 1983 track “Rockit.”
  • B. Roland TR-08
    The Roland TR-08 is a compact, modern boutique recreation of Roland’s iconic TR-808 drum machine, faithfully emulating its classic analog sounds and interface with updated digital features.
  • C. Beat Box
    "Beat Box" is an influential 1983 experimental electronic track by the Art of Noise, known for its innovative use of sampling and production techniques.
  • D. Akai MPC60
    The Akai MPC60 is a pioneering drum machine and MIDI production workstation, co-designed by Roger Linn, that helped define the sound and workflow of early hip-hop and electronic music production.
  • E. Machinedrum
    Machinedrum is an American electronic music producer and DJ known for his innovative fusion of jungle, footwork, IDM, and hip-hop influences.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0204d50c8190a5413cc9a1b26e14 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d6bce9881909209231f6dfcf9bf completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e7869648190ab0157bd0480b219 completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f79f7216b08190800165d46172222c completed May 3, 2026, 7:18 p.m.
Created at: April 9, 2026, 9:55 p.m.