Triple

T19583050
Position Surface form Disambiguated ID Type / Status
Subject Double Star E490042 entity
Predicate mainCharacter P1183 FINISHED
Object John Joseph Bonforte
John Joseph Bonforte is a prominent fictional politician and statesman in Robert A. Heinlein’s science fiction novel "Double Star."
 E1387373 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 Joseph Bonforte | Statement: [Double Star, mainCharacter, John Joseph Bonforte]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Joseph Bonforte
Context triple: [Double Star, mainCharacter, John Joseph Bonforte]
  • A. John Benedetto
    John Benedetto is the birth name of legendary American singer Tony Bennett, renowned for his contributions to traditional pop and jazz music.
  • B. John Benedetto
    John Benedetto was the father of American singer Anthony Dominick Benedetto, better known as Tony Bennett.
  • C. John Bagni
    John Bagni was an American actor and screenwriter active in mid-20th-century film and radio.
  • D. Arthur Herbert Fonzarelli
    Arthur Herbert Fonzarelli, better known as "Fonzie" or "The Fonz," is a iconic leather-jacket-wearing greaser character from the American television sitcom "Happy Days," celebrated for his cool demeanor and catchphrases.
  • E. Joseph Ficalora
    Joseph Ficalora is a Brooklyn-based curator and community organizer best known for creating the Bushwick Collective, a prominent open-air street art gallery in New York City.
  • 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 Joseph Bonforte
Triple: [Double Star, mainCharacter, John Joseph Bonforte]
Generated description
John Joseph Bonforte is a prominent fictional politician and statesman in Robert A. Heinlein’s science fiction novel "Double Star."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Joseph Bonforte
Target entity description: John Joseph Bonforte is a prominent fictional politician and statesman in Robert A. Heinlein’s science fiction novel "Double Star."
  • A. John Benedetto
    John Benedetto is the birth name of legendary American singer Tony Bennett, renowned for his contributions to traditional pop and jazz music.
  • B. John Benedetto
    John Benedetto was the father of American singer Anthony Dominick Benedetto, better known as Tony Bennett.
  • C. John Bagni
    John Bagni was an American actor and screenwriter active in mid-20th-century film and radio.
  • D. Arthur Herbert Fonzarelli
    Arthur Herbert Fonzarelli, better known as "Fonzie" or "The Fonz," is a iconic leather-jacket-wearing greaser character from the American television sitcom "Happy Days," celebrated for his cool demeanor and catchphrases.
  • E. Joseph Ficalora
    Joseph Ficalora is a Brooklyn-based curator and community organizer best known for creating the Bushwick Collective, a prominent open-air street art gallery in New York City.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6404f34b081908aeb9cc9a5ddf539 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771a73b5c81908ccd177a00b4ca05 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07789e58088190af2ac8d8026199a1 completed May 15, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_6a0779531e248190ba43935e1f70fc5c completed May 15, 2026, 7:51 p.m.
Created at: April 10, 2026, 1:42 p.m.