Triple

T8841449
Position Surface form Disambiguated ID Type / Status
Subject Skrillex E210397 entity
Predicate collaboratedWith P435 FINISHED
Object Fred again..
Fred again.. is a British producer, DJ, and songwriter known for his emotive electronic music, innovative live performances, and collaborations across the dance and pop music scenes.
E760924 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: Fred again.. | Statement: [Skrillex, collaboratedWith, Fred again..]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred again..
Context triple: [Skrillex, collaboratedWith, Fred again..]
  • A. Freddie
    "Freddie" is a 2018 studio album by American rapper Freddie Gibbs, known for its gritty lyricism and dark, hard-hitting production.
  • B. Freddie
    Freddie is a common diminutive given name, typically used as a nickname for Alfred or similar names.
  • C. Fredwreck
    Fredwreck is an American hip hop record producer and DJ known for his work with prominent West Coast rap artists and on numerous major rap albums.
  • D. Fredro Starr
    Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
  • E. Frankie J
    Frankie J is a Mexican-American singer and songwriter best known for his R&B and Latin pop hits in the early 2000s.
  • 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: Fred again..
Triple: [Skrillex, collaboratedWith, Fred again..]
Generated description
Fred again.. is a British producer, DJ, and songwriter known for his emotive electronic music, innovative live performances, and collaborations across the dance and pop music scenes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred again..
Target entity description: Fred again.. is a British producer, DJ, and songwriter known for his emotive electronic music, innovative live performances, and collaborations across the dance and pop music scenes.
  • A. Freddie
    "Freddie" is a 2018 studio album by American rapper Freddie Gibbs, known for its gritty lyricism and dark, hard-hitting production.
  • B. Freddie
    Freddie is a common diminutive given name, typically used as a nickname for Alfred or similar names.
  • C. Fredwreck
    Fredwreck is an American hip hop record producer and DJ known for his work with prominent West Coast rap artists and on numerous major rap albums.
  • D. Fredro Starr
    Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
  • E. Frankie J
    Frankie J is a Mexican-American singer and songwriter best known for his R&B and Latin pop hits in the early 2000s.
  • 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_69ca838967bc8190b46c3c80a2887ea4 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60876c6c8190b1b490e447e1cf4b completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89a41a2c8190b69e5a1b157f9325 completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8b6d7a008190ae02f525b903619b completed April 3, 2026, 9:42 a.m.
NED2 Entity disambiguation (via description) batch_69cf8be7fa488190a5eb6d3f26718e46 completed April 3, 2026, 9:44 a.m.
Created at: March 30, 2026, 6:48 p.m.