Triple

T6597613
Position Surface form Disambiguated ID Type / Status
Subject Dua Lipa E148514 entity
Predicate studioAlbum P25507 FINISHED
Object Future Nostalgia
Future Nostalgia is Dua Lipa’s critically acclaimed second studio album, known for its retro-inspired disco-pop sound and hit singles like "Don't Start Now" and "Levitating."
E601625 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: Future Nostalgia | Statement: [Dua Lipa, studioAlbum, Future Nostalgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future Nostalgia
Context triple: [Dua Lipa, studioAlbum, Future Nostalgia]
  • A. Bad Guy
    "Bad Guy" is a 2019 electropop song by American singer Billie Eilish, known for its minimalist production, heavy bass, and playful subversion of pop and villain tropes.
  • B. Kiss Me More
    "Kiss Me More" is a 2021 pop-R&B single by Doja Cat featuring SZA, known for its catchy, flirtatious sound and widespread commercial success.
  • C. Make No Mistake
    "Make No Mistake" is a song by Keith Richards from his 1988 solo album "Talk Is Cheap," known for its soulful, laid-back groove and duet-style vocals.
  • D. 24K Magic
    24K Magic is a funk- and R&B-infused studio album by Bruno Mars known for its retro sound and hit singles like "24K Magic" and "That's What I Like."
  • E. Rocketman
    Rocketman is a 2019 musical fantasy biopic film about the life and career of musician Elton John.
  • 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: Future Nostalgia
Triple: [Dua Lipa, studioAlbum, Future Nostalgia]
Generated description
Future Nostalgia is Dua Lipa’s critically acclaimed second studio album, known for its retro-inspired disco-pop sound and hit singles like "Don't Start Now" and "Levitating."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future Nostalgia
Target entity description: Future Nostalgia is Dua Lipa’s critically acclaimed second studio album, known for its retro-inspired disco-pop sound and hit singles like "Don't Start Now" and "Levitating."
  • A. Bad Guy
    "Bad Guy" is a 2019 electropop song by American singer Billie Eilish, known for its minimalist production, heavy bass, and playful subversion of pop and villain tropes.
  • B. Kiss Me More
    "Kiss Me More" is a 2021 pop-R&B single by Doja Cat featuring SZA, known for its catchy, flirtatious sound and widespread commercial success.
  • C. Make No Mistake
    "Make No Mistake" is a song by Keith Richards from his 1988 solo album "Talk Is Cheap," known for its soulful, laid-back groove and duet-style vocals.
  • D. 24K Magic
    24K Magic is a funk- and R&B-infused studio album by Bruno Mars known for its retro sound and hit singles like "24K Magic" and "That's What I Like."
  • E. Rocketman
    Rocketman is a 2019 musical fantasy biopic film about the life and career of musician Elton John.
  • 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_69c687e7b8688190811ffee72e096468 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aeee738081908913f4f8c6699bd9 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbc3ee188190a285110707a895b6 completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd09753c81909df166156ffbf82a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce9ba47c819091496c87117e7a03 completed March 27, 2026, 6:38 p.m.
Created at: March 27, 2026, 1:56 p.m.