Triple

T6814162
Position Surface form Disambiguated ID Type / Status
Subject About Last Night (1986 film) E156710 entity
Predicate mainCharacter P1183 FINISHED
Object Bernie Litgo
Bernie Litgo is a central character in the 1986 romantic comedy-drama film "About Last Night," serving as the witty, outspoken friend who provides comic relief and relationship advice.
E622486 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: Bernie Litgo | Statement: [About Last Night (1986 film), mainCharacter, Bernie Litgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernie Litgo
Context triple: [About Last Night (1986 film), mainCharacter, Bernie Litgo]
  • A. John Solie
    John Solie is an American illustrator and painter best known for his prolific work creating movie poster art and commercial illustrations.
  • B. Leland Palmer
    Leland Palmer is an American actress, singer, and dancer best known for her work in musical theatre and film during the 1960s and 1970s.
  • C. Raymond Doan
    Raymond Doan was one of the lesser-known husbands of American socialite and Woolworth heiress Barbara Hutton.
  • D. Joe A. Doto
    Joe A. Doto, better known as Joe Adonis, was a prominent Italian-American mobster and influential figure in organized crime during the early to mid-20th century.
  • E. Ed Furillo
    Ed Furillo is a tough, cynical middle-aged man grappling with a midlife crisis in the comedy film "City Slickers," where he joins friends on a cattle drive to rediscover purpose and meaning.
  • 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: Bernie Litgo
Triple: [About Last Night (1986 film), mainCharacter, Bernie Litgo]
Generated description
Bernie Litgo is a central character in the 1986 romantic comedy-drama film "About Last Night," serving as the witty, outspoken friend who provides comic relief and relationship advice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernie Litgo
Target entity description: Bernie Litgo is a central character in the 1986 romantic comedy-drama film "About Last Night," serving as the witty, outspoken friend who provides comic relief and relationship advice.
  • A. John Solie
    John Solie is an American illustrator and painter best known for his prolific work creating movie poster art and commercial illustrations.
  • B. Leland Palmer
    Leland Palmer is an American actress, singer, and dancer best known for her work in musical theatre and film during the 1960s and 1970s.
  • C. Raymond Doan
    Raymond Doan was one of the lesser-known husbands of American socialite and Woolworth heiress Barbara Hutton.
  • D. Joe A. Doto
    Joe A. Doto, better known as Joe Adonis, was a prominent Italian-American mobster and influential figure in organized crime during the early to mid-20th century.
  • E. Ed Furillo
    Ed Furillo is a tough, cynical middle-aged man grappling with a midlife crisis in the comedy film "City Slickers," where he joins friends on a cattle drive to rediscover purpose and meaning.
  • 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_69c68828b26c819090fe9df7612bbc27 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d32b012481909b73784899ec2a0d completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723da8fe08190b507e569a2511f5a completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7266273fc8190acd2797981d3ca63 completed March 28, 2026, 12:52 a.m.
NED2 Entity disambiguation (via description) batch_69c726c382308190ba3fe630f90b3d38 completed March 28, 2026, 12:54 a.m.
Created at: March 27, 2026, 2:17 p.m.