Triple

T16252609
Position Surface form Disambiguated ID Type / Status
Subject In Dubious Battle (2016 film) E394547 entity
Predicate producer P490 FINISHED
Object Andrea Iervolino
Andrea Iervolino is an Italian-Canadian film producer and entrepreneur known for financing and producing numerous international independent films.
E1202934 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: Andrea Iervolino | Statement: [In Dubious Battle (2016 film), producer, Andrea Iervolino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrea Iervolino
Context triple: [In Dubious Battle (2016 film), producer, Andrea Iervolino]
  • A. Matteo Villani
    Matteo Villani was a 14th-century Florentine chronicler best known for continuing and expanding his brother Giovanni Villani’s influential history of Florence and its times.
  • B. Andrea Volpe
    Andrea Volpe is known primarily as the later-life husband of Australian actress Diane Cilento.
  • C. Andrea Villani
    Andrea Villani is an individual notable enough to be recognized as a bearer of the surname Villani, though specific widely known biographical details are not clearly established.
  • D. Gianluca Terranova
    Gianluca Terranova is an Italian tenor and actor known for his performances in opera and film.
  • E. Luca Avagliano
    Luca Avagliano is an Italian actor known for his role in the film "La cena di Natale."
  • 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: Andrea Iervolino
Triple: [In Dubious Battle (2016 film), producer, Andrea Iervolino]
Generated description
Andrea Iervolino is an Italian-Canadian film producer and entrepreneur known for financing and producing numerous international independent films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrea Iervolino
Target entity description: Andrea Iervolino is an Italian-Canadian film producer and entrepreneur known for financing and producing numerous international independent films.
  • A. Matteo Villani
    Matteo Villani was a 14th-century Florentine chronicler best known for continuing and expanding his brother Giovanni Villani’s influential history of Florence and its times.
  • B. Andrea Volpe
    Andrea Volpe is known primarily as the later-life husband of Australian actress Diane Cilento.
  • C. Andrea Villani
    Andrea Villani is an individual notable enough to be recognized as a bearer of the surname Villani, though specific widely known biographical details are not clearly established.
  • D. Gianluca Terranova
    Gianluca Terranova is an Italian tenor and actor known for his performances in opera and film.
  • E. Luca Avagliano
    Luca Avagliano is an Italian actor known for his role in the film "La cena di Natale."
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24597b74481908fdb8175628a57a1 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ee788f88190b16d267f1eee6d62 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00113900c88190bf7f56ca4b16a84c completed May 10, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0011d98f708190805c84d63ed79aaa completed May 10, 2026, 5:04 a.m.
Created at: April 10, 2026, 5:04 a.m.