Triple

T16585012
Position Surface form Disambiguated ID Type / Status
Subject Robert Lantos E402930 entity
Predicate hasProduced P490 FINISHED
Object Speaking Parts
Speaking Parts is a 1989 Canadian drama film directed by Atom Egoyan, noted for its exploration of identity, technology, and human relationships.
 E1221630 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: Speaking Parts | Statement: [Robert Lantos, hasProduced, Speaking Parts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Speaking Parts
Context triple: [Robert Lantos, hasProduced, Speaking Parts]
  • A. 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.
  • B. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • C. Talk That
    "Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
  • D. Speaking in Strings
    Speaking in Strings is a documentary film that explores the life, artistry, and emotional intensity of virtuoso violinist Nadia Salerno-Sonnenberg.
  • E. Spicheren
    Spicheren is a commune in northeastern France near the German border, historically notable as the site of a major battle in the Franco-Prussian War.
  • 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: Speaking Parts
Triple: [Robert Lantos, hasProduced, Speaking Parts]
Generated description
Speaking Parts is a 1989 Canadian drama film directed by Atom Egoyan, noted for its exploration of identity, technology, and human relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Speaking Parts
Target entity description: Speaking Parts is a 1989 Canadian drama film directed by Atom Egoyan, noted for its exploration of identity, technology, and human relationships.
  • A. 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.
  • B. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • C. Talk That
    "Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
  • D. Speaking in Strings
    Speaking in Strings is a documentary film that explores the life, artistry, and emotional intensity of virtuoso violinist Nadia Salerno-Sonnenberg.
  • E. Spicheren
    Spicheren is a commune in northeastern France near the German border, historically notable as the site of a major battle in the Franco-Prussian War.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3599b057881909fcb8bbb156633a8 completed April 18, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ef4f17c819095b3c6f8644b687b completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006fd574a4819099d12f36addaca24 completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0070bb150881908f9d62b3ba2f4b1d completed May 10, 2026, 11:49 a.m.
Created at: April 10, 2026, 5:16 a.m.