Triple

T11365076
Position Surface form Disambiguated ID Type / Status
Subject Olivier Assayas E269181 entity
Predicate notableWork P4 FINISHED
Object Demonlover
Demonlover is a 2002 French neo-noir thriller film that explores corporate espionage, digital pornography, and globalization through a cold, disorienting narrative style.
 E921582 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: Demonlover | Statement: [Olivier Assayas, notableWork, Demonlover]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demonlover
Context triple: [Olivier Assayas, notableWork, Demonlover]
  • A. Lovere
    Lovere is a picturesque historic town in northern Italy, known for its scenic position on the shores of Lake Iseo and its medieval and Renaissance architecture.
  • B. C-Love
    C-Love is a music producer best known for work on Nelly’s hit debut album "Country Grammar."
  • C. Namour
    Namour is a 2016 independent drama film that follows a young Arab-American valet in Los Angeles as he struggles with family responsibilities, identity, and stalled ambitions.
  • D. International Lover
    "International Lover" is a soulful, romantic ballad by Prince that closes his 1982 album "1999," showcasing his vocal range and seductive persona.
  • E. Lover’s Concerto
    Lover’s Concerto is a popular Cantopop song performed by Hong Kong singer Kelly Chan that helped solidify her status as a leading figure in the 1990s Chinese pop music scene.
  • 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: Demonlover
Triple: [Olivier Assayas, notableWork, Demonlover]
Generated description
Demonlover is a 2002 French neo-noir thriller film that explores corporate espionage, digital pornography, and globalization through a cold, disorienting narrative style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demonlover
Target entity description: Demonlover is a 2002 French neo-noir thriller film that explores corporate espionage, digital pornography, and globalization through a cold, disorienting narrative style.
  • A. Lovere
    Lovere is a picturesque historic town in northern Italy, known for its scenic position on the shores of Lake Iseo and its medieval and Renaissance architecture.
  • B. C-Love
    C-Love is a music producer best known for work on Nelly’s hit debut album "Country Grammar."
  • C. Namour
    Namour is a 2016 independent drama film that follows a young Arab-American valet in Los Angeles as he struggles with family responsibilities, identity, and stalled ambitions.
  • D. International Lover
    "International Lover" is a soulful, romantic ballad by Prince that closes his 1982 album "1999," showcasing his vocal range and seductive persona.
  • E. Lover’s Concerto
    Lover’s Concerto is a popular Cantopop song performed by Hong Kong singer Kelly Chan that helped solidify her status as a leading figure in the 1990s Chinese pop music scene.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea4589908190948a8225768e1eec completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55667d4908190b6290135eba41e54 completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.