Triple

T20207548
Position Surface form Disambiguated ID Type / Status
Subject Anthony Caruso E493391 entity
Predicate spouse P13 FINISHED
Object Tonia Valente
Tonia Valente is known primarily as the spouse of American character actor Anthony Caruso.
E1426980 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: Tonia Valente | Statement: [Anthony Caruso, spouse, Tonia Valente]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tonia Valente
Context triple: [Anthony Caruso, spouse, Tonia Valente]
  • A. Marisa Borini
    Marisa Borini is an Italian concert pianist and actress, best known as the mother of singer-songwriter and former French First Lady Carla Bruni.
  • B. Tharita Cesaroni
    Tharita Cesaroni is an Italian film producer and cinematographer known for her work behind the camera and for being married to actor Dermot Mulroney.
  • C. Valeria Cotto
    Valeria Cotto is an American child actress best known for her role in the critically acclaimed film "The Florida Project."
  • D. Eliana De Santis
    Eliana De Santis is an actress known for her role in the French television film "Les Noces rouges."
  • E. Antonella Lualdi
    Antonella Lualdi was an Italian actress and singer known for her roles in 1950s and 1960s European cinema.
  • 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: Tonia Valente
Triple: [Anthony Caruso, spouse, Tonia Valente]
Generated description
Tonia Valente is known primarily as the spouse of American character actor Anthony Caruso.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tonia Valente
Target entity description: Tonia Valente is known primarily as the spouse of American character actor Anthony Caruso.
  • A. Marisa Borini
    Marisa Borini is an Italian concert pianist and actress, best known as the mother of singer-songwriter and former French First Lady Carla Bruni.
  • B. Tharita Cesaroni
    Tharita Cesaroni is an Italian film producer and cinematographer known for her work behind the camera and for being married to actor Dermot Mulroney.
  • C. Valeria Cotto
    Valeria Cotto is an American child actress best known for her role in the critically acclaimed film "The Florida Project."
  • D. Eliana De Santis
    Eliana De Santis is an actress known for her role in the French television film "Les Noces rouges."
  • E. Antonella Lualdi
    Antonella Lualdi was an Italian actress and singer known for her roles in 1950s and 1960s European cinema.
  • 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_69da6269614c8190bb40475d9d477358 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66d934f808190bbfeb96f5bf2dfb9 completed April 20, 2026, 6:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08706f3f648190831c3b5c522eb7da completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a0871146b248190ac91cf010a984e1f completed May 16, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0871a818688190ad69bcf84e33d014 completed May 16, 2026, 1:31 p.m.
Created at: April 11, 2026, 11:38 p.m.