Triple

T9426281
Position Surface form Disambiguated ID Type / Status
Subject Speak Now E227271 entity
Predicate single P3283 FINISHED
Object Sparks Fly
"Sparks Fly" is a country-pop song by Taylor Swift, featured on her 2010 album *Speak Now* and known for its energetic, romantic lyrics and fan-favorite status.
E798210 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: Sparks Fly | Statement: [Speak Now, single, Sparks Fly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sparks Fly
Context triple: [Speak Now, single, Sparks Fly]
  • A. When Sparks Fly
    "When Sparks Fly" is a critically acclaimed song by Vince Staples that personifies a gun as a romantic partner to explore themes of violence, attachment, and loss.
  • B. One Little Spark
    "One Little Spark" is a whimsical theme song written by the Sherman Brothers for the Journey Into Imagination attraction at Disney parks, celebrating creativity and the character Figment.
  • C. Chasing Fireflies
    "Chasing Fireflies" is a contemporary Christian-themed novel by Charles Martin that explores identity, family, and redemption through the story of a journalist investigating an abandoned boy’s mysterious past.
  • D. Let It Fly
    "Let It Fly" is a high-energy hip-hop track by Lil Wayne featuring Travis Scott, known for its atmospheric production and melodic hooks.
  • E. The Thrill
    "The Thrill" is a soulful R&B track by Miguel from his album "Kaleidoscope Dream," known for its atmospheric production and introspective lyrics.
  • 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: Sparks Fly
Triple: [Speak Now, single, Sparks Fly]
Generated description
"Sparks Fly" is a country-pop song by Taylor Swift, featured on her 2010 album *Speak Now* and known for its energetic, romantic lyrics and fan-favorite status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sparks Fly
Target entity description: "Sparks Fly" is a country-pop song by Taylor Swift, featured on her 2010 album *Speak Now* and known for its energetic, romantic lyrics and fan-favorite status.
  • A. When Sparks Fly
    "When Sparks Fly" is a critically acclaimed song by Vince Staples that personifies a gun as a romantic partner to explore themes of violence, attachment, and loss.
  • B. One Little Spark
    "One Little Spark" is a whimsical theme song written by the Sherman Brothers for the Journey Into Imagination attraction at Disney parks, celebrating creativity and the character Figment.
  • C. Chasing Fireflies
    "Chasing Fireflies" is a contemporary Christian-themed novel by Charles Martin that explores identity, family, and redemption through the story of a journalist investigating an abandoned boy’s mysterious past.
  • D. Let It Fly
    "Let It Fly" is a high-energy hip-hop track by Lil Wayne featuring Travis Scott, known for its atmospheric production and melodic hooks.
  • E. The Thrill
    "The Thrill" is a soulful R&B track by Miguel from his album "Kaleidoscope Dream," known for its atmospheric production and introspective lyrics.
  • 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_69ca8436ba308190903e470776d2d893 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7c908738819081df35c632f35f04 completed April 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107da6aa88190a015ee4a6eea2a4a completed April 4, 2026, 12:45 p.m.
NEDg Description generation batch_69d1087d01b08190aa4d17241244c26c completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d109042fec819087371150d2c2cf87 completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:49 p.m.