Triple

T23331105
Position Surface form Disambiguated ID Type / Status
Subject Londonbeat discography E591444 entity
Predicate includes P1393 FINISHED
Object Speak NE NERFINISHED

How this triple was built (3 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: Speak | Statement: [Londonbeat discography, includes, Speak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speak
Context triple: [Londonbeat discography, includes, Speak]
  • A. Speak
    Speak is a publishing imprint of Penguin Young Readers known for releasing young adult and teen literature.
  • B. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • C. Speak
    "Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
  • D. Talk
    "Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
  • E. Talk
    "Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speak
Target entity description: "Speak" is a music release by the British-American dance-pop band Londonbeat, known for their soulful vocals and catchy, club-oriented sound.
  • A. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • B. Speak
    "Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
  • C. Speak
    Speak is a publishing imprint of Penguin Young Readers known for releasing young adult and teen literature.
  • D. Talk
    "Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
  • E. Talk
    "Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
  • F. None of above. chosen

Provenance (2 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_69e25d20156c81908c5c53195bd9c738 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197edfbbc81908cb56507cd280737 completed April 29, 2026, 5:32 a.m.
Created at: April 17, 2026, 5:15 p.m.