Triple

T14413425
Position Surface form Disambiguated ID Type / Status
Subject Speak (2004 film) E357387 entity
Predicate basedOn P98 FINISHED
Object Speak (novel)
Speak is a young adult novel by Laurie Halse Anderson that follows a high school girl coping with trauma and isolation after a sexual assault, noted for its powerful first-person voice and impact on discussions of consent and mental health.
E1097665 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 (novel) | Statement: [Speak (2004 film), basedOn, Speak (novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speak (novel)
Context triple: [Speak (2004 film), basedOn, Speak (novel)]
  • A. The Unspoken
    The Unspoken is a virtual reality action game by Insomniac Games that focuses on spellcasting duels in an urban fantasy setting.
  • B. Those Who Cannot Speak
    "Those Who Cannot Speak" is a segment or chapter within the Indian film *The War Within*, likely focusing on the struggles of marginalized or voiceless individuals affected by conflict.
  • C. The Telling
    The Telling is a science fiction novel by Ursula K. Le Guin set in her Hainish universe, exploring themes of cultural suppression, storytelling, and the clash between tradition and authoritarian modernity.
  • D. La voix
    "La voix" is an operatic pop song performed by Swedish mezzo-soprano Malena Ernman as Sweden’s entry in the Eurovision Song Contest 2009.
  • E. A Serious Talk
    "A Serious Talk" is a short story by Raymond Carver that portrays a tense, emotionally charged conversation between estranged partners, exemplifying his minimalist style and focus on fractured relationships.
  • 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 (novel)
Triple: [Speak (2004 film), basedOn, Speak (novel)]
Generated description
Speak is a young adult novel by Laurie Halse Anderson that follows a high school girl coping with trauma and isolation after a sexual assault, noted for its powerful first-person voice and impact on discussions of consent and mental health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speak (novel)
Target entity description: Speak is a young adult novel by Laurie Halse Anderson that follows a high school girl coping with trauma and isolation after a sexual assault, noted for its powerful first-person voice and impact on discussions of consent and mental health.
  • A. The Unspoken
    The Unspoken is a virtual reality action game by Insomniac Games that focuses on spellcasting duels in an urban fantasy setting.
  • B. Those Who Cannot Speak
    "Those Who Cannot Speak" is a segment or chapter within the Indian film *The War Within*, likely focusing on the struggles of marginalized or voiceless individuals affected by conflict.
  • C. The Telling
    The Telling is a science fiction novel by Ursula K. Le Guin set in her Hainish universe, exploring themes of cultural suppression, storytelling, and the clash between tradition and authoritarian modernity.
  • D. La voix
    "La voix" is an operatic pop song performed by Swedish mezzo-soprano Malena Ernman as Sweden’s entry in the Eurovision Song Contest 2009.
  • E. A Serious Talk
    "A Serious Talk" is a short story by Raymond Carver that portrays a tense, emotionally charged conversation between estranged partners, exemplifying his minimalist style and focus on fractured relationships.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552858208190ba1550e7c1176a2a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671e4688190ab1b7a7ed6c0cfb8 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 10, 2026, 1:17 a.m.