Triple

T8361870
Position Surface form Disambiguated ID Type / Status
Subject The Last Man on Earth (1964 film) E197025 entity
Predicate musicBy P1952 FINISHED
Object Bert Shefter
Bert Shefter was a film composer best known for his collaborations on mid-20th-century science fiction and horror movie scores.
 E736447 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: Bert Shefter | Statement: [The Last Man on Earth (1964 film), musicBy, Bert Shefter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bert Shefter
Context triple: [The Last Man on Earth (1964 film), musicBy, Bert Shefter]
  • A. Milt Schaffer
    Milt Schaffer was an American animator and story artist best known for his work on classic Disney cartoons in the mid-20th century.
  • B. Glenn Berger
    Glenn Berger is an American screenwriter best known for co-writing major animated films such as the Kung Fu Panda series.
  • C. Henry Koster
    Henry Koster was a German-born American film director best known for his work in Hollywood during the 1930s–1950s, including popular comedies, dramas, and family films.
  • D. John Buccigross
    John Buccigross is an American sportscaster best known as a longtime ESPN anchor and prominent play-by-play voice for the network’s NHL coverage.
  • E. Malcolm Holzman
    Malcolm Holzman is an American architect best known as a founding partner of the influential firm Hardy Holzman Pfeiffer Associates, recognized for its innovative cultural and public buildings.
  • 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: Bert Shefter
Triple: [The Last Man on Earth (1964 film), musicBy, Bert Shefter]
Generated description
Bert Shefter was a film composer best known for his collaborations on mid-20th-century science fiction and horror movie scores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bert Shefter
Target entity description: Bert Shefter was a film composer best known for his collaborations on mid-20th-century science fiction and horror movie scores.
  • A. Milt Schaffer
    Milt Schaffer was an American animator and story artist best known for his work on classic Disney cartoons in the mid-20th century.
  • B. Glenn Berger
    Glenn Berger is an American screenwriter best known for co-writing major animated films such as the Kung Fu Panda series.
  • C. Henry Koster
    Henry Koster was a German-born American film director best known for his work in Hollywood during the 1930s–1950s, including popular comedies, dramas, and family films.
  • D. John Buccigross
    John Buccigross is an American sportscaster best known as a longtime ESPN anchor and prominent play-by-play voice for the network’s NHL coverage.
  • E. Malcolm Holzman
    Malcolm Holzman is an American architect best known as a founding partner of the influential firm Hardy Holzman Pfeiffer Associates, recognized for its innovative cultural and public buildings.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8074e4588190b394d1622adca2cb completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce395d11748190b7568be1d43d7859 completed April 2, 2026, 9:39 a.m.
NEDg Description generation batch_69ce3b71419c8190874275a4be6f3beb completed April 2, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ce3bfd00948190b3956be3f8c5d547 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6 p.m.