Triple

T315407
Position Surface form Disambiguated ID Type / Status
Subject The Singing Fool E7694 entity
Predicate screenwriter P2831 FINISHED
Object Jules Furthman
Jules Furthman was an American screenwriter renowned for his work on numerous classic Hollywood films from the silent era through the 1940s, including collaborations with directors like Howard Hawks.
E46932 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: Jules Furthman | Statement: [The Singing Fool, screenwriter, Jules Furthman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jules Furthman
Context triple: [The Singing Fool, screenwriter, Jules Furthman]
  • A. David Rose
    David Rose was a British-born American composer, arranger, and orchestra leader best known for his work in radio, television, and film music.
  • B. Ed Friendly
    Ed Friendly was an American television producer best known for developing and producing influential series and miniseries in the 1960s and 1970s, including landmark works in drama and comedy.
  • C. Bill Kramer
    Bill Kramer is an American entrepreneur best known for establishing the iconic independent bookstore and café Kramerbooks & Afterwords Cafe in Washington, D.C.
  • D. Robert B. Sherman
    Robert B. Sherman was an American songwriter best known as one half of the Sherman Brothers duo, who wrote many iconic songs for Disney films such as "Mary Poppins" and "The Jungle Book."
  • E. John Harbison
    John Harbison is an American composer renowned for his orchestral, chamber, choral, and operatic works, and for his influential role in contemporary classical music.
  • 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: Jules Furthman
Triple: [The Singing Fool, screenwriter, Jules Furthman]
Generated description
Jules Furthman was an American screenwriter renowned for his work on numerous classic Hollywood films from the silent era through the 1940s, including collaborations with directors like Howard Hawks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jules Furthman
Target entity description: Jules Furthman was an American screenwriter renowned for his work on numerous classic Hollywood films from the silent era through the 1940s, including collaborations with directors like Howard Hawks.
  • A. David Rose
    David Rose was a British-born American composer, arranger, and orchestra leader best known for his work in radio, television, and film music.
  • B. Ed Friendly
    Ed Friendly was an American television producer best known for developing and producing influential series and miniseries in the 1960s and 1970s, including landmark works in drama and comedy.
  • C. Bill Kramer
    Bill Kramer is an American entrepreneur best known for establishing the iconic independent bookstore and café Kramerbooks & Afterwords Cafe in Washington, D.C.
  • D. Robert B. Sherman
    Robert B. Sherman was an American songwriter best known as one half of the Sherman Brothers duo, who wrote many iconic songs for Disney films such as "Mary Poppins" and "The Jungle Book."
  • E. John Harbison
    John Harbison is an American composer renowned for his orchestral, chamber, choral, and operatic works, and for his influential role in contemporary classical music.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea6462148190825acc57f6d2adaf completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3eca3d2f08190a0d4008cfb000f4f completed March 1, 2026, 7:37 a.m.
NEDg Description generation batch_69a3ee6e5d688190bc4e5cee8014ca4d completed March 1, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_69a3ef1206148190a0cbc9ebfa943f06 completed March 1, 2026, 7:47 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.