Triple

T2011039
Position Surface form Disambiguated ID Type / Status
Subject Taylor Swift E43686 entity
Predicate notableSong P4 FINISHED
Object Look What You Made Me Do
"Look What You Made Me Do" is a 2017 dark pop song by Taylor Swift known for its vengeful lyrics, self-referential themes, and dramatic reinvention of her public persona.
E227287 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: Look What You Made Me Do | Statement: [Taylor Swift, notableSong, Look What You Made Me Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Look What You Made Me Do
Context triple: [Taylor Swift, notableSong, Look What You Made Me Do]
  • A. Cruel Summer
    Cruel Summer is a 2012 compilation album by Kanye West’s GOOD Music label, featuring collaborative tracks from its roster of hip-hop and R&B artists.
  • B. Shake It Off
    "Shake It Off" is an upbeat 2005 R&B-pop single by Mariah Carey from her album "The Emancipation of Mimi," known for its catchy hook about moving on from a bad relationship.
  • C. Dangerous Woman
    Dangerous Woman is Ariana Grande’s third studio album, a pop and R&B record known for its more mature sound and hit singles like “Dangerous Woman,” “Into You,” and “Side to Side.”
  • D. Wildest Dreams
    "Wildest Dreams" is a song featured on Brandy Norwood's sixth studio album, "Two Eleven."
  • E. Have One on Me
    Have One on Me is an expansive, critically acclaimed 2010 triple album by American singer-songwriter and harpist Joanna Newsom, noted for its intricate compositions and poetic 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: Look What You Made Me Do
Triple: [Taylor Swift, notableSong, Look What You Made Me Do]
Generated description
"Look What You Made Me Do" is a 2017 dark pop song by Taylor Swift known for its vengeful lyrics, self-referential themes, and dramatic reinvention of her public persona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Look What You Made Me Do
Target entity description: "Look What You Made Me Do" is a 2017 dark pop song by Taylor Swift known for its vengeful lyrics, self-referential themes, and dramatic reinvention of her public persona.
  • A. Cruel Summer
    Cruel Summer is a 2012 compilation album by Kanye West’s GOOD Music label, featuring collaborative tracks from its roster of hip-hop and R&B artists.
  • B. Shake It Off
    "Shake It Off" is an upbeat 2005 R&B-pop single by Mariah Carey from her album "The Emancipation of Mimi," known for its catchy hook about moving on from a bad relationship.
  • C. Dangerous Woman
    Dangerous Woman is Ariana Grande’s third studio album, a pop and R&B record known for its more mature sound and hit singles like “Dangerous Woman,” “Into You,” and “Side to Side.”
  • D. Wildest Dreams
    "Wildest Dreams" is a song featured on Brandy Norwood's sixth studio album, "Two Eleven."
  • E. Have One on Me
    Have One on Me is an expansive, critically acclaimed 2010 triple album by American singer-songwriter and harpist Joanna Newsom, noted for its intricate compositions and poetic 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b150a8819096c919465fd91ab5 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0ae85ed48190adc75fd17b17f6c9 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0b76f0fc8190bb5f40689ee7f8fe completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c586bd88190ae23e84291d2fe81 completed March 8, 2026, 11:55 p.m.
Created at: March 4, 2026, 7:37 p.m.