Triple

T7417553
Position Surface form Disambiguated ID Type / Status
Subject Hot n Cold E171166 entity
Predicate isBreakthroughHitFor P36208 FINISHED
Object Katy Perry E33814 NE FINISHED

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: Katy Perry | Statement: [Hot n Cold, isBreakthroughHitFor, Katy Perry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Katy Perry
Context triple: [Hot n Cold, isBreakthroughHitFor, Katy Perry]
  • A. Katy Perry chosen
    Katy Perry is an American pop singer and songwriter known for chart-topping hits like "Firework" and "Roar" and her colorful, theatrical performances.
  • B. Meghan Trainor
    Meghan Trainor is an American singer-songwriter and pop artist best known for her retro-influenced hits like "All About That Bass" and her body-positive, doo-wop-inspired sound.
  • C. Katherine Perry
    Katherine Perry was an American silent film actress active in the early 20th century, known for her roles in comedies and dramas during Hollywood's formative years.
  • D. Kesha
    Kesha is an American singer, songwriter, and rapper known for her eclectic pop sound, party anthems like "Tik Tok," and later critically acclaimed, emotionally raw work such as the album "Rainbow."
  • E. Ariana Grande
    Ariana Grande is an American pop and R&B singer, songwriter, and actress known for her powerful, Mariah Carey–like vocal range and numerous chart-topping hits.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isBreakthroughHitFor
Context triple: [Hot n Cold, isBreakthroughHitFor, Katy Perry]
  • A. breakthroughHitFor chosen
    Indicates that a particular work or performance served as a major breakthrough success for an entity, significantly elevating their recognition or career.
  • B. markedBreakthroughOf
    Indicates that an event, action, or development signified a major breakthrough or turning point for something.
  • C. isBreakoutSingleOf
    Indicates that a single is recognized as the breakout or first major hit release for an artist or group.
  • D. breakthroughAlbum
    Indicates that an album represents a major artistic or commercial turning point that significantly elevates an artist’s recognition or success.
  • E. hasBreakthroughWork
    Indicates that an entity has produced a significant, pioneering work that marks a major advance or turning point in its field or domain.
  • F. None of above.

Provenance (4 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c9314c8190855b79a2e6ef3e9b completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8de96d58c819086c308396a4a304e completed March 29, 2026, 8:11 a.m.
PD Predicate disambiguation batch_69c6f0345040819094c5756dfa487faf completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:11 p.m.