Triple

T23331105
Position Surface form Disambiguated ID Type / Status
Subject Londonbeat discography E591444 entity
Predicate includes P1393 FINISHED
Object Speak
"Speak" is a music release by the British-American dance-pop band Londonbeat, known for their soulful vocals and catchy, club-oriented sound.
 E1579645 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: 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.
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: Speak
Triple: [Londonbeat discography, includes, Speak]
Generated description
"Speak" is a music release by the British-American dance-pop band Londonbeat, known for their soulful vocals and catchy, club-oriented sound.
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 (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_69e25d20156c81908c5c53195bd9c738 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197edfbbc81908cb56507cd280737 completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cb082f881909256738232b060b9 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e669b6481909f198d1c51b68bf3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f011a188190b801f2ae0f134356 completed May 19, 2026, 11:52 a.m.
Created at: April 17, 2026, 5:15 p.m.