Triple

T16554505
Position Surface form Disambiguated ID Type / Status
Subject Let Them Eat Bingo E402158 entity
Predicate hasTrack P3284 FINISHED
Object Won’t Talk About It E402164 NE FINISHED

How this triple was built (2 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: Won’t Talk About It | Statement: [Let Them Eat Bingo, hasTrack, Won’t Talk About It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Won’t Talk About It
Context triple: [Let Them Eat Bingo, hasTrack, Won’t Talk About It]
  • A. Won’t Talk About It chosen
    "Won’t Talk About It" is a dance-oriented pop single by the British electronic music collective Beats International, led by Norman Cook (later known as Fatboy Slim).
  • B. I Don’t Wanna Talk About It Now
    "I Don’t Wanna Talk About It Now" is a song by Emmylou Harris from her critically acclaimed 2000 album *Red Dirt Girl*, blending Americana, country, and folk influences.
  • C. Don’t Talk About Me
    "Don’t Talk About Me" is a song featured on the 2016 self-titled debut album by the American country music duo The Revival.
  • D. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • E. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc887e881909607653df7fe71be completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067ba4bec81909dfa87bcd2bfa7be completed May 10, 2026, 11:10 a.m.
Created at: April 10, 2026, 5:15 a.m.