Triple

T17747230
Position Surface form Disambiguated ID Type / Status
Subject Remy Zero E443018 entity
Predicate hasAssociatedSong P2152 FINISHED
Object Problem NE NERFINISHED

How this triple was built (3 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: Problem | Statement: [Remy Zero, hasAssociatedSong, Problem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Problem
Context triple: [Remy Zero, hasAssociatedSong, Problem]
  • A. Problem
    "Problem" is a 2014 pop and R&B-influenced hit single by Ariana Grande featuring Iggy Azalea that became one of her breakout mainstream successes.
  • B. Problem
    "Problem" is a pop single by British singer Natalia Kills, known for its dark, provocative style and edgy, rebellious themes.
  • C. Problem
    Problem is an American rapper and producer from Compton, California, known for his West Coast hip hop style and collaborations with prominent artists in the genre.
  • D. The Problem
    "The Problem" is a section in Max Weber's seminal sociological work *The Protestant Ethic and the Spirit of Capitalism* that introduces and frames the central question of how religious ideas influenced the development of modern capitalist society.
  • E. Problems
    "Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Problem
Target entity description: "Problem" is a song by the American alternative rock band Remy Zero, known for their emotive, atmospheric style.
  • A. Problem
    "Problem" is a 2014 pop and R&B-influenced hit single by Ariana Grande featuring Iggy Azalea that became one of her breakout mainstream successes.
  • B. Problem
    "Problem" is a pop single by British singer Natalia Kills, known for its dark, provocative style and edgy, rebellious themes.
  • C. Problem
    Problem is an American rapper and producer from Compton, California, known for his West Coast hip hop style and collaborations with prominent artists in the genre.
  • D. The Problem
    "The Problem" is a section in Max Weber's seminal sociological work *The Protestant Ethic and the Spirit of Capitalism* that introduces and frames the central question of how religious ideas influenced the development of modern capitalist society.
  • E. Problems
    "Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
  • F. None of above. chosen

Provenance (2 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad33160819093c9bbd3c8957314 completed April 19, 2026, 6:48 a.m.
Created at: April 10, 2026, 10:10 a.m.