Triple

T21562570
Position Surface form Disambiguated ID Type / Status
Subject Zara Larsson E532073 entity
Predicate notableWork P4 FINISHED
Object Talk About Love
"Talk About Love" is a pop and R&B-influenced single by Swedish singer Zara Larsson, known for its catchy melody and themes of emotional hesitation in romantic relationships.
 E1490992 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: Talk About Love | Statement: [Zara Larsson, notableWork, Talk About Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk About Love
Context triple: [Zara Larsson, notableWork, Talk About Love]
  • A. Let's Talk About Love
    "Let's Talk About Love" is a 1985 Eurodisco studio album by German duo Modern Talking, featuring their hit single "Cheri, Cheri Lady."
  • B. Talk About Our Love
    "Talk About Our Love" is an R&B song by American singer Brandy featuring Kanye West, released as a single from her 2004 album "Afrodisiac."
  • C. Let’s Talk About Love
    Let’s Talk About Love is a 1997 pop album by Celine Dion that features the global hit "My Heart Will Go On" from the film Titanic.
  • D. Ain't Talkin' 'bout Love
    "Ain't Talkin' 'bout Love" is a classic hard rock song by Van Halen, known for its aggressive guitar riff and status as one of the band's signature tracks.
  • E. What About Love
    "What About Love" is a power ballad by the American rock band Heart that became one of their signature hits in the mid-1980s.
  • 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: Talk About Love
Triple: [Zara Larsson, notableWork, Talk About Love]
Generated description
"Talk About Love" is a pop and R&B-influenced single by Swedish singer Zara Larsson, known for its catchy melody and themes of emotional hesitation in romantic relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk About Love
Target entity description: "Talk About Love" is a pop and R&B-influenced single by Swedish singer Zara Larsson, known for its catchy melody and themes of emotional hesitation in romantic relationships.
  • A. Let's Talk About Love
    "Let's Talk About Love" is a 1985 Eurodisco studio album by German duo Modern Talking, featuring their hit single "Cheri, Cheri Lady."
  • B. Talk About Our Love
    "Talk About Our Love" is an R&B song by American singer Brandy featuring Kanye West, released as a single from her 2004 album "Afrodisiac."
  • C. Let’s Talk About Love
    Let’s Talk About Love is a 1997 pop album by Celine Dion that features the global hit "My Heart Will Go On" from the film Titanic.
  • D. Ain't Talkin' 'bout Love
    "Ain't Talkin' 'bout Love" is a classic hard rock song by Van Halen, known for its aggressive guitar riff and status as one of the band's signature tracks.
  • E. What About Love
    "What About Love" is a power ballad by the American rock band Heart that became one of their signature hits in the mid-1980s.
  • 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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eed2e5c3348190b67003e7027efa60 completed April 27, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eeeb5c6081908267b5825acddad5 completed May 17, 2026, 4:38 p.m.
NEDg Description generation batch_6a09f3334a088190b16c3715c786f4e2 completed May 17, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_6a09f40c04a48190b60c80f44759b295 completed May 17, 2026, 4:59 p.m.
Created at: April 16, 2026, 6:29 p.m.