Triple

T5885032
Position Surface form Disambiguated ID Type / Status
Subject David O. Russell E130839 entity
Predicate directed P7373 FINISHED
Object Flirting with Disaster
Flirting with Disaster is a 1996 American dark comedy film about a man's chaotic cross-country search for his biological parents, featuring an ensemble cast including Ben Stiller, Patricia Arquette, and Téa Leoni.
E554568 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: Flirting with Disaster | Statement: [David O. Russell, directed, Flirting with Disaster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flirting with Disaster
Context triple: [David O. Russell, directed, Flirting with Disaster]
  • A. The Debacle
    The Debacle is the English title of Émile Zola’s historical novel depicting the Franco-Prussian War and the fall of the Second French Empire.
  • B. Fools Rush In
    Fools Rush In is a 1997 romantic comedy film best known for starring Salma Hayek opposite Matthew Perry in a cross-cultural love story set between New York and Las Vegas.
  • C. Hullabaloo
    Hullabaloo was a 1960s American musical variety television show that featured popular rock and pop performers of the era.
  • D. Love Affair
    Love Affair is a classic 1939 romantic drama film about two strangers who fall in love on an ocean liner and agree to reunite later, a story so enduring it inspired the famous remake An Affair to Remember.
  • E. Trouble in Paradise
    Trouble in Paradise is a 1932 romantic comedy film directed by Ernst Lubitsch, celebrated for its sophisticated wit, elegant style, and influential role in pre-Code Hollywood cinema.
  • 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: Flirting with Disaster
Triple: [David O. Russell, directed, Flirting with Disaster]
Generated description
Flirting with Disaster is a 1996 American dark comedy film about a man's chaotic cross-country search for his biological parents, featuring an ensemble cast including Ben Stiller, Patricia Arquette, and Téa Leoni.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flirting with Disaster
Target entity description: Flirting with Disaster is a 1996 American dark comedy film about a man's chaotic cross-country search for his biological parents, featuring an ensemble cast including Ben Stiller, Patricia Arquette, and Téa Leoni.
  • A. The Debacle
    The Debacle is the English title of Émile Zola’s historical novel depicting the Franco-Prussian War and the fall of the Second French Empire.
  • B. Fools Rush In
    Fools Rush In is a 1997 romantic comedy film best known for starring Salma Hayek opposite Matthew Perry in a cross-cultural love story set between New York and Las Vegas.
  • C. Hullabaloo
    Hullabaloo was a 1960s American musical variety television show that featured popular rock and pop performers of the era.
  • D. Love Affair
    Love Affair is a classic 1939 romantic drama film about two strangers who fall in love on an ocean liner and agree to reunite later, a story so enduring it inspired the famous remake An Affair to Remember.
  • E. Trouble in Paradise
    Trouble in Paradise is a 1932 romantic comedy film directed by Ernst Lubitsch, celebrated for its sophisticated wit, elegant style, and influential role in pre-Code Hollywood cinema.
  • 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_69c0085628dc8190b334c1b44c067efc completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0367743508190bae211e9ce8f9690 completed March 22, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b13839f48190b23f22d5317eb571 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:57 p.m.