Triple

T17576611
Position Surface form Disambiguated ID Type / Status
Subject Hogan's Heroes E428084 entity
Predicate leadActor P1507 FINISHED
Object John Banner
John Banner was an Austrian-American actor best known for his comedic portrayal of the bumbling Sergeant Schultz on the World War II–themed television sitcom "Hogan's Heroes."
E1277030 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 Banner | Statement: [Hogan's Heroes, leadActor, John Banner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Banner
Context triple: [Hogan's Heroes, leadActor, John Banner]
  • A. Adam Bell
    Adam Bell is the protagonist of the psychological thriller film "Enemy," a history professor who becomes obsessed with uncovering the truth after discovering a man who appears to be his exact double.
  • B. Peter Banner
    Peter Banner was an early 19th-century architect and builder known for designing prominent Federal-style buildings in New England, including notable churches and institutional structures.
  • C. Lee Bannon
    Lee Bannon is an American music producer and experimental electronic artist known for his atmospheric, genre-blending work spanning hip-hop, drum and bass, and ambient soundscapes.
  • D. Jim Corbin
    Jim Corbin is one of the children of American actor Barry Corbin, known for his work in film and television.
  • E. Chris Bender
    Chris Bender is a film producer known for his work on major Hollywood movies, including the thriller "Red Eye."
  • 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 Banner
Triple: [Hogan's Heroes, leadActor, John Banner]
Generated description
John Banner was an Austrian-American actor best known for his comedic portrayal of the bumbling Sergeant Schultz on the World War II–themed television sitcom "Hogan's Heroes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Banner
Target entity description: John Banner was an Austrian-American actor best known for his comedic portrayal of the bumbling Sergeant Schultz on the World War II–themed television sitcom "Hogan's Heroes."
  • A. Adam Bell
    Adam Bell is the protagonist of the psychological thriller film "Enemy," a history professor who becomes obsessed with uncovering the truth after discovering a man who appears to be his exact double.
  • B. Peter Banner
    Peter Banner was an early 19th-century architect and builder known for designing prominent Federal-style buildings in New England, including notable churches and institutional structures.
  • C. Lee Bannon
    Lee Bannon is an American music producer and experimental electronic artist known for his atmospheric, genre-blending work spanning hip-hop, drum and bass, and ambient soundscapes.
  • D. Jim Corbin
    Jim Corbin is one of the children of American actor Barry Corbin, known for his work in film and television.
  • E. Chris Bender
    Chris Bender is a film producer known for his work on major Hollywood movies, including the thriller "Red Eye."
  • 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463ca76848190a7beb6deb4b0f1a4 completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddebfec88190a6783388521faf57 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01e2779a2c8190ab895dd0399b40e1 completed May 11, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_6a01e30e76548190a51ff1ee870c563f completed May 11, 2026, 2:09 p.m.
Created at: April 10, 2026, 5:50 a.m.