Triple
T22033160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheng Pei-pei |
E544134
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Flirting Scholar |
—
|
NE NERFINISHED |
How this triple was built (3 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 Scholar | Statement: [Cheng Pei-pei, notableWork, Flirting Scholar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flirting Scholar Context triple: [Cheng Pei-pei, notableWork, Flirting Scholar]
-
A.
The Great Flirtation
The Great Flirtation is a 1934 American romantic comedy film in which Minna Gombell appeared, set in the theatrical world and centered on love, ambition, and backstage drama.
-
B.
The Naughty Flirt
The Naughty Flirt is a 1931 American pre-Code romantic comedy film known for its lighthearted portrayal of Jazz Age high society and early-career performances by actors like Alice White.
-
C.
Le Flatteur
Le Flatteur is a satirical play by French poet and dramatist Jean-Baptiste Rousseau, known for its sharp critique of flattery and courtly hypocrisy.
-
D.
School for Seduction
School for Seduction is a British romantic comedy film best known for starring Irish actress Dervla Kirwan as a charismatic Italian temptress who teaches a group of women how to transform their love lives.
-
E.
Homo Academicus
Homo Academicus is a sociological study by Pierre Bourdieu that analyzes the structure, power relations, and cultural dynamics of the academic field in France.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flirting Scholar Target entity description: Flirting Scholar is a 1993 Hong Kong period comedy film starring Stephen Chow as a talented but mischievous scholar who disguises himself as a servant to pursue love.
-
A.
The Great Flirtation
The Great Flirtation is a 1934 American romantic comedy film in which Minna Gombell appeared, set in the theatrical world and centered on love, ambition, and backstage drama.
-
B.
The Naughty Flirt
The Naughty Flirt is a 1931 American pre-Code romantic comedy film known for its lighthearted portrayal of Jazz Age high society and early-career performances by actors like Alice White.
-
C.
Le Flatteur
Le Flatteur is a satirical play by French poet and dramatist Jean-Baptiste Rousseau, known for its sharp critique of flattery and courtly hypocrisy.
-
D.
School for Seduction
School for Seduction is a British romantic comedy film best known for starring Irish actress Dervla Kirwan as a charismatic Italian temptress who teaches a group of women how to transform their love lives.
-
E.
Homo Academicus
Homo Academicus is a sociological study by Pierre Bourdieu that analyzes the structure, power relations, and cultural dynamics of the academic field in France.
- F. None of above. chosen
Provenance (2 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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127ee84848190a22c24bf14498520 |
completed | April 28, 2026, 9:34 p.m. |
Created at: April 16, 2026, 8:24 p.m.