Triple

T4632759
Position Surface form Disambiguated ID Type / Status
Subject John Malkovich E101454 entity
Predicate spouse P13 FINISHED
Object Nicoletta Peyran
Nicoletta Peyran is a French former assistant director and academic best known as the longtime partner of American actor John Malkovich.
 E459757 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: Nicoletta Peyran | Statement: [John Malkovich, spouse, Nicoletta Peyran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nicoletta Peyran
Context triple: [John Malkovich, spouse, Nicoletta Peyran]
  • A. Paola Mori
    Paola Mori was an Italian-born actress and countess best known as the third wife of filmmaker Orson Welles and for her roles in several of his later projects.
  • B. Nicoletta Mantovani
    Nicoletta Mantovani is an Italian former personal assistant and the second wife of legendary tenor Luciano Pavarotti, known for managing aspects of his later life and legacy.
  • C. Caterina Valente
    Caterina Valente is an Italian-born multilingual singer, guitarist, dancer, and actress renowned for her international success in pop and jazz music from the 1950s onward.
  • D. Eva Amurri
    Eva Amurri is an American actress and lifestyle blogger known for her film and television roles as well as being the daughter of actress Susan Sarandon and director Franco Amurri.
  • E. Marcella De Marchis
    Marcella De Marchis was an Italian costume and production designer active in mid-20th-century cinema and theater.
  • 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: Nicoletta Peyran
Triple: [John Malkovich, spouse, Nicoletta Peyran]
Generated description
Nicoletta Peyran is a French former assistant director and academic best known as the longtime partner of American actor John Malkovich.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nicoletta Peyran
Target entity description: Nicoletta Peyran is a French former assistant director and academic best known as the longtime partner of American actor John Malkovich.
  • A. Paola Mori
    Paola Mori was an Italian-born actress and countess best known as the third wife of filmmaker Orson Welles and for her roles in several of his later projects.
  • B. Nicoletta Mantovani
    Nicoletta Mantovani is an Italian former personal assistant and the second wife of legendary tenor Luciano Pavarotti, known for managing aspects of his later life and legacy.
  • C. Caterina Valente
    Caterina Valente is an Italian-born multilingual singer, guitarist, dancer, and actress renowned for her international success in pop and jazz music from the 1950s onward.
  • D. Eva Amurri
    Eva Amurri is an American actress and lifestyle blogger known for her film and television roles as well as being the daughter of actress Susan Sarandon and director Franco Amurri.
  • E. Marcella De Marchis
    Marcella De Marchis was an Italian costume and production designer active in mid-20th-century cinema and theater.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a342ffc8190a911d0598ed230bb completed March 20, 2026, 2:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0368d2748190bc8560ecb16e1997 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:13 p.m.