Triple

T3433348
Position Surface form Disambiguated ID Type / Status
Subject Kristen Stewart E72389 entity
Predicate notableWork P4 FINISHED
Object 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.
E357387 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: [Kristen Stewart, notableWork, Speak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speak
Context triple: [Kristen Stewart, notableWork, Speak]
  • A. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • B. 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.
  • C. Visible Speech
    Visible Speech is a 19th-century phonetic notation system devised by Alexander Melville Bell to visually represent the position and movement of speech organs for any spoken sound.
  • D. TalkTalk
    TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
  • E. Tutzing speech
    The Tutzing speech was a landmark 1963 address by West German politician Egon Bahr that introduced the policy concept later known as Ostpolitik, advocating change in Eastern Europe through rapprochement rather than confrontation.
  • 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: [Kristen Stewart, notableWork, Speak]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speak
Target entity description: "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.
  • A. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • B. 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.
  • C. Visible Speech
    Visible Speech is a 19th-century phonetic notation system devised by Alexander Melville Bell to visually represent the position and movement of speech organs for any spoken sound.
  • D. TalkTalk
    TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
  • E. Tutzing speech
    The Tutzing speech was a landmark 1963 address by West German politician Egon Bahr that introduced the policy concept later known as Ostpolitik, advocating change in Eastern Europe through rapprochement rather than confrontation.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9c1d9148190b873ba66d34d4f01 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547d3f4c8190bc6811398bd8f080 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b3566a6f3c8190a717deb08209c880 completed March 13, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69b356f8f7648190b10e62990634af79 completed March 13, 2026, 12:14 a.m.
Created at: March 8, 2026, 3:15 p.m.