Triple

T6160513
Position Surface form Disambiguated ID Type / Status
Subject The Black Stallion Returns E137428 entity
Predicate screenwriter P2831 FINISHED
Object Gianfranco Clerici
Gianfranco Clerici is an Italian screenwriter best known for his work on genre films, including notable contributions to horror and exploitation cinema.
 E574128 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: Gianfranco Clerici | Statement: [The Black Stallion Returns, screenwriter, Gianfranco Clerici]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gianfranco Clerici
Context triple: [The Black Stallion Returns, screenwriter, Gianfranco Clerici]
  • A. Gianni Rivera
    Gianni Rivera is an iconic Italian attacking midfielder, best known for his elegance, vision, and decisive performances for AC Milan and Italy during the 1960s and 1970s.
  • B. Gianfranco Franchini
    Gianfranco Franchini was an Italian architect best known as one of the co-designers of Paris’s iconic Centre Pompidou.
  • C. Arrigo Sacchi
    Arrigo Sacchi is an Italian football manager renowned for revolutionizing modern tactics with his high-pressing, zonal-marking AC Milan side of the late 1980s and early 1990s.
  • D. Pier Paolo Calzolari
    Pier Paolo Calzolari is an Italian contemporary artist associated with the Arte Povera movement, known for his poetic installations that often incorporate ephemeral and everyday materials.
  • E. Marc'Antonio Bentegodi
    Marc'Antonio Bentegodi was a prominent 19th-century Veronese philanthropist and patron of sports, particularly known for supporting the development of athletics and football in Verona, Italy.
  • 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: Gianfranco Clerici
Triple: [The Black Stallion Returns, screenwriter, Gianfranco Clerici]
Generated description
Gianfranco Clerici is an Italian screenwriter best known for his work on genre films, including notable contributions to horror and exploitation cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gianfranco Clerici
Target entity description: Gianfranco Clerici is an Italian screenwriter best known for his work on genre films, including notable contributions to horror and exploitation cinema.
  • A. Gianni Rivera
    Gianni Rivera is an iconic Italian attacking midfielder, best known for his elegance, vision, and decisive performances for AC Milan and Italy during the 1960s and 1970s.
  • B. Gianfranco Franchini
    Gianfranco Franchini was an Italian architect best known as one of the co-designers of Paris’s iconic Centre Pompidou.
  • C. Arrigo Sacchi
    Arrigo Sacchi is an Italian football manager renowned for revolutionizing modern tactics with his high-pressing, zonal-marking AC Milan side of the late 1980s and early 1990s.
  • D. Pier Paolo Calzolari
    Pier Paolo Calzolari is an Italian contemporary artist associated with the Arte Povera movement, known for his poetic installations that often incorporate ephemeral and everyday materials.
  • E. Marc'Antonio Bentegodi
    Marc'Antonio Bentegodi was a prominent 19th-century Veronese philanthropist and patron of sports, particularly known for supporting the development of athletics and football in Verona, Italy.
  • 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_69c008a54fc88190b6ce4416490ca79d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d35b2f88190abb9b90b5971e6d7 completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c14194d31081908e61a867f11117b4 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1472997d081909266b0e64fdbfe96 completed March 23, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69c147b5214c819082c20480965842be completed March 23, 2026, 2:01 p.m.
Created at: March 22, 2026, 4:17 p.m.