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.