Triple

T4030095
Position Surface form Disambiguated ID Type / Status
Subject The Secret Code E83686 entity
Predicate castMember P1668 FINISHED
Object John Bagni
John Bagni was an American actor and screenwriter active in mid-20th-century film and radio.
 E430198 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: John Bagni | Statement: [The Secret Code, castMember, John Bagni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Bagni
Context triple: [The Secret Code, castMember, John Bagni]
  • A. Frank Yaconelli
    Frank Yaconelli was an Italian-American character actor and musician known for his comic supporting roles in numerous Hollywood films from the 1930s and 1940s.
  • B. Ralph Cifaretto
    Ralph Cifaretto is a volatile, sadistic mob captain in the HBO series "The Sopranos," known for his cruelty, dark humor, and pivotal role in several of the show's most shocking storylines.
  • C. John Benedetto
    John Benedetto is the birth name of legendary American singer Tony Bennett, renowned for his contributions to traditional pop and jazz music.
  • D. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • E. Charles Camarda
    Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
  • 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: John Bagni
Triple: [The Secret Code, castMember, John Bagni]
Generated description
John Bagni was an American actor and screenwriter active in mid-20th-century film and radio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Bagni
Target entity description: John Bagni was an American actor and screenwriter active in mid-20th-century film and radio.
  • A. Frank Yaconelli
    Frank Yaconelli was an Italian-American character actor and musician known for his comic supporting roles in numerous Hollywood films from the 1930s and 1940s.
  • B. Ralph Cifaretto
    Ralph Cifaretto is a volatile, sadistic mob captain in the HBO series "The Sopranos," known for his cruelty, dark humor, and pivotal role in several of the show's most shocking storylines.
  • C. John Benedetto
    John Benedetto is the birth name of legendary American singer Tony Bennett, renowned for his contributions to traditional pop and jazz music.
  • D. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • E. Charles Camarda
    Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaf1d8208190951a20ad7e5ab7bc completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d04bc33c819082cf79f4445610f1 completed March 14, 2026, 9:16 p.m.
NEDg Description generation batch_69b5d0e2a6948190999ce89edfd3922c completed March 14, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69b5d11b84ac8190a19015567d4c135a completed March 14, 2026, 9:20 p.m.
Created at: March 9, 2026, 3:36 p.m.