Triple

T5042848
Position Surface form Disambiguated ID Type / Status
Subject The Starlost E113585 entity
Predicate starring P1507 FINISHED
Object Lloyd Bochner
Lloyd Bochner was a Canadian actor best known for his prolific work in film and television, including memorable roles in series like "The Twilight Zone" and "Dynasty."
E499510 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: Lloyd Bochner | Statement: [The Starlost, starring, Lloyd Bochner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lloyd Bochner
Context triple: [The Starlost, starring, Lloyd Bochner]
  • A. Elwood Bredell
    Elwood Bredell was an American cinematographer best known for his work on classic Hollywood films and film noir in the 1930s and 1940s.
  • B. Harold Hecht
    Harold Hecht was an American film producer and talent agent best known for co-founding Hecht-Hill-Lancaster and producing acclaimed mid-20th-century films such as "Marty."
  • C. Elmer Wachtel
    Elmer Wachtel was an American landscape painter associated with early 20th-century California Impressionism.
  • D. Lee Berk
    Lee Berk was an American educator and administrator who significantly shaped contemporary music education as a leader of the institution that became Berklee College of Music.
  • E. Harold Chasen
    Harold Chasen is the morbid, death-obsessed young protagonist of the dark romantic comedy film "Harold and Maude."
  • 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: Lloyd Bochner
Triple: [The Starlost, starring, Lloyd Bochner]
Generated description
Lloyd Bochner was a Canadian actor best known for his prolific work in film and television, including memorable roles in series like "The Twilight Zone" and "Dynasty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lloyd Bochner
Target entity description: Lloyd Bochner was a Canadian actor best known for his prolific work in film and television, including memorable roles in series like "The Twilight Zone" and "Dynasty."
  • A. Elwood Bredell
    Elwood Bredell was an American cinematographer best known for his work on classic Hollywood films and film noir in the 1930s and 1940s.
  • B. Harold Hecht
    Harold Hecht was an American film producer and talent agent best known for co-founding Hecht-Hill-Lancaster and producing acclaimed mid-20th-century films such as "Marty."
  • C. Elmer Wachtel
    Elmer Wachtel was an American landscape painter associated with early 20th-century California Impressionism.
  • D. Lee Berk
    Lee Berk was an American educator and administrator who significantly shaped contemporary music education as a leader of the institution that became Berklee College of Music.
  • E. Harold Chasen
    Harold Chasen is the morbid, death-obsessed young protagonist of the dark romantic comedy film "Harold and Maude."
  • 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_69bd44391fc48190a311ce9c826c209b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73df8f7481909a8b86c4ae69aab9 completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed90ef06c819098bbaea8336fffa4 completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bedaa04dc481908caed60c12d94f6c completed March 21, 2026, 5:51 p.m.
NED2 Entity disambiguation (via description) batch_69bedb0f32e88190842289a9d44d5b8a completed March 21, 2026, 5:53 p.m.
Created at: March 20, 2026, 1:37 p.m.