Triple

T3764533
Position Surface form Disambiguated ID Type / Status
Subject Blame Game E82637 entity
Predicate writer P1360 FINISHED
Object DJ Frank E
DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
 E386771 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 Frank E | Statement: [Blame Game, writer, DJ Frank E]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Frank E
Context triple: [Blame Game, writer, DJ Frank E]
  • A. Doug E. Fresh
    Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
  • B. Lord Finesse
    Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
  • C. DJ Hi-Tek
    DJ Hi-Tek is a hip-hop producer and DJ best known for his work with Mos Def and Talib Kweli, particularly as part of the group Reflection Eternal.
  • D. DJ Muggs
    DJ Muggs is an American DJ and producer best known as the primary producer for Cypress Hill and for his influential work in hip hop and trip-hop.
  • E. DJ Dahi
    DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
  • 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 Frank E
Triple: [Blame Game, writer, DJ Frank E]
Generated description
DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Frank E
Target entity description: DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
  • A. Doug E. Fresh
    Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
  • B. Lord Finesse
    Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
  • C. DJ Hi-Tek
    DJ Hi-Tek is a hip-hop producer and DJ best known for his work with Mos Def and Talib Kweli, particularly as part of the group Reflection Eternal.
  • D. DJ Muggs
    DJ Muggs is an American DJ and producer best known as the primary producer for Cypress Hill and for his influential work in hip hop and trip-hop.
  • E. DJ Dahi
    DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfd4be481908242c460a3f00c56 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5221ab08190a3599afbbd5dbc6e completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e5f07c7081908e1aae715984aac4 completed March 14, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69b4e6531b48819083c0d14c2ca4f7c1 completed March 14, 2026, 4:38 a.m.
Created at: March 8, 2026, 3:35 p.m.