Triple

T21131714
Position Surface form Disambiguated ID Type / Status
Subject Penguin Young Readers E520703 entity
Predicate hasImprint P2763 FINISHED
Object Speak
Speak is a publishing imprint of Penguin Young Readers known for releasing young adult and teen literature.
 E1467386 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: [Penguin Young Readers, hasImprint, Speak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Speak
Context triple: [Penguin Young Readers, hasImprint, Speak]
  • 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. 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.
  • D. Talk
    "Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
  • E. Say
    Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
  • 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: [Penguin Young Readers, hasImprint, Speak]
Generated description
Speak is a publishing imprint of Penguin Young Readers known for releasing young adult and teen literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Speak
Target entity description: Speak is a publishing imprint of Penguin Young Readers known for releasing young adult and teen literature.
  • 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. 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.
  • D. Talk
    "Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
  • E. Say
    Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
  • 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7235668e081909bd810016ba2dd8e completed April 21, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965f0041881909f841d5330b1aad0 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0966879f08819096d6e9e7abe902c5 completed May 17, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_6a09670fc80c81909cbce03b5e071428 completed May 17, 2026, 6:58 a.m.
Created at: April 16, 2026, 2:56 p.m.