Triple

T5000996
Position Surface form Disambiguated ID Type / Status
Subject Independence Day E112370 entity
Predicate hasCharacter P2308 FINISHED
Object Julius Levinson
Julius Levinson is a humorous, outspoken, and caring father figure in the science-fiction film "Independence Day," best known as David Levinson’s eccentric dad who provides comic relief and emotional grounding during the alien invasion.
E527446 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: Julius Levinson | Statement: [Independence Day, hasCharacter, Julius Levinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julius Levinson
Context triple: [Independence Day, hasCharacter, Julius Levinson]
  • A. Joseph Levitch
    Joseph Levitch, better known as Jerry Lewis, was an American comedian, actor, filmmaker, and humanitarian famed for his slapstick humor and influential work in film and television.
  • B. Sidney Buchman
    Sidney Buchman was an American screenwriter and producer best known for his work in Hollywood during the 1930s–1950s, including notable collaborations with major studios and directors.
  • C. Leo Salkin
    Leo Salkin was an American animator, writer, and storyboard artist known for his work on mid-20th-century animated films and shorts.
  • D. John Altschuler
    John Altschuler is an American television writer and producer best known for co-creating and producing the animated series "King of the Hill" and "Silicon Valley."
  • E. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • 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: Julius Levinson
Triple: [Independence Day, hasCharacter, Julius Levinson]
Generated description
Julius Levinson is a humorous, outspoken, and caring father figure in the science-fiction film "Independence Day," best known as David Levinson’s eccentric dad who provides comic relief and emotional grounding during the alien invasion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julius Levinson
Target entity description: Julius Levinson is a humorous, outspoken, and caring father figure in the science-fiction film "Independence Day," best known as David Levinson’s eccentric dad who provides comic relief and emotional grounding during the alien invasion.
  • A. Joseph Levitch
    Joseph Levitch, better known as Jerry Lewis, was an American comedian, actor, filmmaker, and humanitarian famed for his slapstick humor and influential work in film and television.
  • B. Sidney Buchman
    Sidney Buchman was an American screenwriter and producer best known for his work in Hollywood during the 1930s–1950s, including notable collaborations with major studios and directors.
  • C. Leo Salkin
    Leo Salkin was an American animator, writer, and storyboard artist known for his work on mid-20th-century animated films and shorts.
  • D. John Altschuler
    John Altschuler is an American television writer and producer best known for co-creating and producing the animated series "King of the Hill" and "Silicon Valley."
  • E. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • 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_69bd4432b32c81909f3b3c6bd10f0653 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72bd90948190bf6ca21237402949 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfe8ba08f88190a0b10b7a0a05b98c completed March 22, 2026, 1:03 p.m.
NEDg Description generation batch_69bfe976879c8190b0a9b1d44dc6f5c1 completed March 22, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_69bfea063f20819098d3b6fd7ed78839 completed March 22, 2026, 1:09 p.m.
Created at: March 20, 2026, 1:34 p.m.