Triple

T13793705
Position Surface form Disambiguated ID Type / Status
Subject Drogas Wave E331460 entity
Predicate producer P490 FINISHED
Object Timbuck2
Timbuck2 was a respected Chicago-based hip-hop DJ and producer known for his influential work on the local scene and collaborations with prominent rap artists.
E1061378 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: Timbuck2 | Statement: [Drogas Wave, producer, Timbuck2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Timbuck2
Context triple: [Drogas Wave, producer, Timbuck2]
  • A. Trixter
    Trixter is an American hard rock band best known for their early 1990s glam metal hits and MTV presence.
  • B. Temu
    Temu is an ancient Egyptian creator god, a form of the sun god Atum associated with the setting sun and the completion of creation.
  • C. Tucows
    Tucows is a Canadian internet services company best known as a major domain name registrar and provider of related web and email services.
  • D. Zim Zum
    Zim Zum is an American guitarist best known for his work with Marilyn Manson during the mid-1990s industrial metal era.
  • E. Boingo
    Boingo is the 1994 self-titled studio album by American new wave band Oingo Boingo, marking a stylistic shift toward a more alternative rock sound.
  • 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: Timbuck2
Triple: [Drogas Wave, producer, Timbuck2]
Generated description
Timbuck2 was a respected Chicago-based hip-hop DJ and producer known for his influential work on the local scene and collaborations with prominent rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Timbuck2
Target entity description: Timbuck2 was a respected Chicago-based hip-hop DJ and producer known for his influential work on the local scene and collaborations with prominent rap artists.
  • A. Trixter
    Trixter is an American hard rock band best known for their early 1990s glam metal hits and MTV presence.
  • B. Temu
    Temu is an ancient Egyptian creator god, a form of the sun god Atum associated with the setting sun and the completion of creation.
  • C. Tucows
    Tucows is a Canadian internet services company best known as a major domain name registrar and provider of related web and email services.
  • D. Zim Zum
    Zim Zum is an American guitarist best known for his work with Marilyn Manson during the mid-1990s industrial metal era.
  • E. Boingo
    Boingo is the 1994 self-titled studio album by American new wave band Oingo Boingo, marking a stylistic shift toward a more alternative rock sound.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.