Triple

T12289037
Position Surface form Disambiguated ID Type / Status
Subject The Shepherd of the Hills (1941 film) E292905 entity
Predicate screenwriter P2831 FINISHED
Object Stuart Anthony
Stuart Anthony was an American screenwriter active during Hollywood's classic era, contributing scripts to numerous films across the 1930s and 1940s.
 E974993 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: Stuart Anthony | Statement: [The Shepherd of the Hills (1941 film), screenwriter, Stuart Anthony]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stuart Anthony
Context triple: [The Shepherd of the Hills (1941 film), screenwriter, Stuart Anthony]
  • A. Stuart Franklin
    Stuart Franklin is a British photojournalist best known for his powerful documentary work, including the iconic 1989 "Tank Man" photograph from Tiananmen Square.
  • B. John Anthony
    John Anthony is a character known for his significant role in the narrative of the work titled "Strife."
  • C. Michael Stewart
    Michael Stewart was a record producer best known for his work on Billy Joel’s breakthrough album "Piano Man."
  • D. Michael Stewart
    Michael Stewart was an American playwright and lyricist best known for writing the books and lyrics for hit Broadway musicals such as "Hello, Dolly!", "Bye Bye Birdie," and "Barnum."
  • E. Keith Scott
    Keith Scott is an Australian voice actor and impressionist best known for his extensive work in animation and film narration.
  • 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: Stuart Anthony
Triple: [The Shepherd of the Hills (1941 film), screenwriter, Stuart Anthony]
Generated description
Stuart Anthony was an American screenwriter active during Hollywood's classic era, contributing scripts to numerous films across the 1930s and 1940s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stuart Anthony
Target entity description: Stuart Anthony was an American screenwriter active during Hollywood's classic era, contributing scripts to numerous films across the 1930s and 1940s.
  • A. Stuart Franklin
    Stuart Franklin is a British photojournalist best known for his powerful documentary work, including the iconic 1989 "Tank Man" photograph from Tiananmen Square.
  • B. John Anthony
    John Anthony is a character known for his significant role in the narrative of the work titled "Strife."
  • C. Michael Stewart
    Michael Stewart was a record producer best known for his work on Billy Joel’s breakthrough album "Piano Man."
  • D. Michael Stewart
    Michael Stewart was an American playwright and lyricist best known for writing the books and lyrics for hit Broadway musicals such as "Hello, Dolly!", "Bye Bye Birdie," and "Barnum."
  • E. Keith Scott
    Keith Scott is an Australian voice actor and impressionist best known for his extensive work in animation and film narration.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91d21692481908c97edc3d602f1d5 completed April 10, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e752f3c8190ba0e273f3e41a321 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:52 p.m.