Triple

T2691299
Position Surface form Disambiguated ID Type / Status
Subject Gary Oldman E58406 entity
Predicate spouse P13 FINISHED
Object Donya Fiorentino
Donya Fiorentino is an American former model and photographer best known for her high-profile marriage to actor Gary Oldman.
 E290200 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: Donya Fiorentino | Statement: [Gary Oldman, spouse, Donya Fiorentino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donya Fiorentino
Context triple: [Gary Oldman, spouse, Donya Fiorentino]
  • A. Adriana Caselotti
    Adriana Caselotti was an American actress and singer best known for providing the original voice of Snow White in Disney’s pioneering 1937 animated feature.
  • B. Giannina Facio
    Giannina Facio is a Costa Rican actress and film producer known for her frequent collaborations with director Ridley Scott, both professionally and as his wife.
  • C. Geronima Mazzarini
    Geronima Mazzarini was an Italian noblewoman of the influential Mazzarini family, sister of Cardinal Mazarin and mother-in-law to Eugene Maurice, Count of Soissons.
  • D. Ketti Frings
    Ketti Frings was an American author, playwright, and screenwriter best known for her Pulitzer Prize-winning stage adaptation of Thomas Wolfe’s novel "Look Homeward, Angel."
  • E. Francesca Cornelli
    Francesca Cornelli is an Italian economist and academic leader known for her research in corporate finance and for serving as dean of Northwestern University's Kellogg School of Management.
  • 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: Donya Fiorentino
Triple: [Gary Oldman, spouse, Donya Fiorentino]
Generated description
Donya Fiorentino is an American former model and photographer best known for her high-profile marriage to actor Gary Oldman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donya Fiorentino
Target entity description: Donya Fiorentino is an American former model and photographer best known for her high-profile marriage to actor Gary Oldman.
  • A. Adriana Caselotti
    Adriana Caselotti was an American actress and singer best known for providing the original voice of Snow White in Disney’s pioneering 1937 animated feature.
  • B. Giannina Facio
    Giannina Facio is a Costa Rican actress and film producer known for her frequent collaborations with director Ridley Scott, both professionally and as his wife.
  • C. Geronima Mazzarini
    Geronima Mazzarini was an Italian noblewoman of the influential Mazzarini family, sister of Cardinal Mazarin and mother-in-law to Eugene Maurice, Count of Soissons.
  • D. Ketti Frings
    Ketti Frings was an American author, playwright, and screenwriter best known for her Pulitzer Prize-winning stage adaptation of Thomas Wolfe’s novel "Look Homeward, Angel."
  • E. Francesca Cornelli
    Francesca Cornelli is an Italian economist and academic leader known for her research in corporate finance and for serving as dean of Northwestern University's Kellogg School of Management.
  • 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_69ab4ac269e481909cb317d79e68b75b completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda0cb9b48190ab354c277cef9e23 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf61b83c8190ab254d927cb908f2 completed March 10, 2026, 5:42 a.m.
NEDg Description generation batch_69afb002b86881909401e1bec24b76bf completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb0e906f88190b182cbfe81122eed completed March 10, 2026, 5:49 a.m.
Created at: March 6, 2026, 9:54 p.m.