Triple

T2380219
Position Surface form Disambiguated ID Type / Status
Subject The Hangover Part III E46293 entity
Predicate character P662 FINISHED
Object Doug Billings E223071 NE FINISHED

How this triple was built (2 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: Doug Billings | Statement: [The Hangover Part III, character, Doug Billings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doug Billings
Context triple: [The Hangover Part III, character, Doug Billings]
  • A. Doug Billings chosen
    Doug Billings is a central character in the comedy film "The Hangover," known as the groom whose disappearance in Las Vegas drives the movie’s chaotic search plot.
  • B. Dennis Yost
    Dennis Yost was an American singer best known as the lead vocalist of the 1960s and 1970s soft rock group Classics IV, noted for hits like "Spooky" and "Traces."
  • C. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • D. Todd Fisher
    Todd Fisher is an American producer, director, cinematographer, and the son of entertainers Debbie Reynolds and Eddie Fisher.
  • E. Dave Niehaus
    Dave Niehaus was the longtime Hall of Fame broadcaster and iconic play-by-play voice of the Seattle Mariners.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc7b60c8c819080e4f682e4362a93 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8b23680819085e0c7da7b4da9e1 completed March 9, 2026, 11:02 a.m.
Created at: March 4, 2026, 7:57 p.m.