Triple

T13078726
Position Surface form Disambiguated ID Type / Status
Subject Marsha Ambrosius E329644 entity
Predicate notableSongwritingCredit P8554 FINISHED
Object Butterflies
"Butterflies" is a soulful R&B ballad best known as a Michael Jackson song, co-written by Marsha Ambrosius and celebrated for its smooth vocals and romantic, nostalgic tone.
E1020130 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: Butterflies | Statement: [Marsha Ambrosius, notableSongwritingCredit, Butterflies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Butterflies
Context triple: [Marsha Ambrosius, notableSongwritingCredit, Butterflies]
  • A. Butterflies
    "Butterflies" is a song by the American rapper Invincible, known for its introspective lyrics and emotive, socially conscious themes.
  • B. Butterflies
    "Butterflies" is a romantic country-pop song by Kacey Musgraves that appears on her critically acclaimed 2018 album "Golden Hour."
  • C. Lepidoptera
    Lepidoptera is a large order of insects that includes butterflies and moths, characterized by their scaled wings and complete metamorphosis.
  • D. Star Butterfly
    Star Butterfly is a magical princess from another dimension and the energetic, rebellious main protagonist of the animated series "Star vs. the Forces of Evil."
  • E. Borboletta
    Borboletta is a 1974 jazz-fusion–oriented studio album by the band Santana, noted for its Brazilian influences and atmospheric, experimental sound.
  • 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: Butterflies
Triple: [Marsha Ambrosius, notableSongwritingCredit, Butterflies]
Generated description
"Butterflies" is a soulful R&B ballad best known as a Michael Jackson song, co-written by Marsha Ambrosius and celebrated for its smooth vocals and romantic, nostalgic tone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Butterflies
Target entity description: "Butterflies" is a soulful R&B ballad best known as a Michael Jackson song, co-written by Marsha Ambrosius and celebrated for its smooth vocals and romantic, nostalgic tone.
  • A. Butterflies
    "Butterflies" is a song by the American rapper Invincible, known for its introspective lyrics and emotive, socially conscious themes.
  • B. Butterflies
    "Butterflies" is a romantic country-pop song by Kacey Musgraves that appears on her critically acclaimed 2018 album "Golden Hour."
  • C. Lepidoptera
    Lepidoptera is a large order of insects that includes butterflies and moths, characterized by their scaled wings and complete metamorphosis.
  • D. Star Butterfly
    Star Butterfly is a magical princess from another dimension and the energetic, rebellious main protagonist of the animated series "Star vs. the Forces of Evil."
  • E. Borboletta
    Borboletta is a 1974 jazz-fusion–oriented studio album by the band Santana, noted for its Brazilian influences and atmospheric, experimental sound.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9811828448190ac6ddd3e9c221251 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60aaac48190b5b724a19cad5279 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6da9ed7bc8190b1a451ea2ada811d completed May 3, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6db6950b08190a868c9371ff0a34e completed May 3, 2026, 5:21 a.m.
Created at: April 9, 2026, 9:01 p.m.