Triple

T13599824
Position Surface form Disambiguated ID Type / Status
Subject Natalia Kills E324914 entity
Predicate notableSingle P3283 FINISHED
Object Problem
"Problem" is a pop single by British singer Natalia Kills, known for its dark, provocative style and edgy, rebellious themes.
 E1048799 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: Problem | Statement: [Natalia Kills, notableSingle, Problem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Problem
Context triple: [Natalia Kills, notableSingle, 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. 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.
  • C. Problems
    "Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
  • D. U Got a Problem?
    "U Got a Problem?" is a track by rapper Ludacris featured on his debut major-label album "Back for the First Time."
  • E. Critique of the New Problem
    Critique of the New Problem is a section of Alan Turing’s seminal 1950 paper "Computing Machinery and Intelligence" in which he analyzes and responds to objections against his proposed imitation game as a test for machine intelligence.
  • 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: Problem
Triple: [Natalia Kills, notableSingle, Problem]
Generated description
"Problem" is a pop single by British singer Natalia Kills, known for its dark, provocative style and edgy, rebellious themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Problem
Target entity description: "Problem" is a pop single by British singer Natalia Kills, known for its dark, provocative style and edgy, rebellious themes.
  • 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. 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.
  • C. Problems
    "Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
  • D. U Got a Problem?
    "U Got a Problem?" is a track by rapper Ludacris featured on his debut major-label album "Back for the First Time."
  • E. Critique of the New Problem
    Critique of the New Problem is a section of Alan Turing’s seminal 1950 paper "Computing Machinery and Intelligence" in which he analyzes and responds to objections against his proposed imitation game as a test for machine intelligence.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0795acc8190a08667ab9dcb0d44 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bcc1ed88190bbf6c83001703b84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 9, 2026, 9:49 p.m.