Triple

T12833495
Position Surface form Disambiguated ID Type / Status
Subject The Gang's All Here (1943 film) E306846 entity
Predicate screenwriter P2831 FINISHED
Object Walter Bullock
Walter Bullock was an American songwriter and screenwriter best known for his work on Hollywood musicals and films in the 1930s and 1940s.
E1005841 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: Walter Bullock | Statement: [The Gang's All Here (1943 film), screenwriter, Walter Bullock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter Bullock
Context triple: [The Gang's All Here (1943 film), screenwriter, Walter Bullock]
  • A. John H. Ketcham
    John H. Ketcham was a 19th-century American politician and Union Army officer who served multiple terms in the U.S. House of Representatives from New York.
  • B. R. T. Buell
    R. T. Buell was a prominent local figure and landowner in California whose influence led to the city of Buellton being named in his honor.
  • C. Nelson Davis
    Nelson Davis was the second husband of abolitionist and Underground Railroad conductor Harriet Tubman, with whom he shared a long marriage after the Civil War.
  • D. LeRoy Apker
    LeRoy Apker was an American experimental physicist known for his contributions to solid-state physics and for his work at General Electric.
  • E. Granville Hicks
    Granville Hicks was an American literary critic, novelist, and educator known for his Marxist-influenced criticism and his role in mid-20th-century American literary and political debates.
  • 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: Walter Bullock
Triple: [The Gang's All Here (1943 film), screenwriter, Walter Bullock]
Generated description
Walter Bullock was an American songwriter and screenwriter best known for his work on Hollywood musicals and films in the 1930s and 1940s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter Bullock
Target entity description: Walter Bullock was an American songwriter and screenwriter best known for his work on Hollywood musicals and films in the 1930s and 1940s.
  • A. John H. Ketcham
    John H. Ketcham was a 19th-century American politician and Union Army officer who served multiple terms in the U.S. House of Representatives from New York.
  • B. R. T. Buell
    R. T. Buell was a prominent local figure and landowner in California whose influence led to the city of Buellton being named in his honor.
  • C. Nelson Davis
    Nelson Davis was the second husband of abolitionist and Underground Railroad conductor Harriet Tubman, with whom he shared a long marriage after the Civil War.
  • D. LeRoy Apker
    LeRoy Apker was an American experimental physicist known for his contributions to solid-state physics and for his work at General Electric.
  • E. Granville Hicks
    Granville Hicks was an American literary critic, novelist, and educator known for his Marxist-influenced criticism and his role in mid-20th-century American literary and political debates.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96fb1c7248190bb6e644e041d192e completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b9bb0b48190ba3f9f92d270db83 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69cc60c488190a5a71e25c075e9ff completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d870a588190aa1444209085ed7e completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:34 p.m.