Triple
T17749391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hero (2002 film) |
E443072
|
entity |
| Predicate | actionChoreographyBy |
P12047
|
FINISHED |
| Object | Ching Siu-tung |
—
|
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: Ching Siu-tung | Statement: [Hero (2002 film), actionChoreographyBy, Ching Siu-tung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ching Siu-tung Context triple: [Hero (2002 film), actionChoreographyBy, Ching Siu-tung]
-
A.
Ching Siu-tung
chosen
Ching Siu-tung is a renowned Hong Kong film director and action choreographer known for his innovative, highly stylized martial arts and fantasy action sequences in films such as the "A Chinese Ghost Story" series.
-
B.
Lam Sai-wing
Lam Sai-wing was a renowned Hung Gar kung fu master and disciple of Wong Fei-hung, often depicted in martial arts films and folklore.
-
C.
Chin Siu-ho
Chin Siu-ho is a Hong Kong actor best known for his roles in classic martial arts and supernatural horror-comedy films of the 1980s and 1990s.
-
D.
Lau Kar‑wing
Lau Kar-wing is a Hong Kong martial artist, actor, and action choreographer known for his work in classic kung fu cinema and collaborations with major figures like Sammo Hung and Lau Kar-leung.
-
E.
Yu Lik-wai
Yu Lik-wai is a Hong Kong cinematographer and film director best known for his long-time collaboration with Chinese auteur Jia Zhangke on critically acclaimed art-house films.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: actionChoreographyBy Context triple: [Hero (2002 film), actionChoreographyBy, Ching Siu-tung]
-
A.
choreographedTo
Indicates that one action, movement, or sequence has been deliberately designed or arranged to align in timing, pattern, or structure with another.
-
B.
choreographedIn
chosen
Indicates that an entity (typically a choreographer or group) created or arranged the choreography for a performance, work, or event in a specified context or production.
-
C.
hasDanceChoreography
Indicates that an entity is associated with or characterized by a specific dance choreography.
-
D.
danceProp
Indicates that one entity is used or involved as a prop in another entity’s dance performance or dancing activity.
-
E.
choreographyStyle
Indicates the specific style or form of choreography associated with a performance, routine, or choreographic work.
- F. None of above.
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_69d8b9ed3a2081909b2ec0d4dd2f4c37 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48418c0188190beb31809b40e4648 |
completed | April 19, 2026, 7:28 a.m. |
| PD | Predicate disambiguation | batch_69e3cde9dc288190af0e2198487f2051 |
completed | April 18, 2026, 6:31 p.m. |
Created at: April 10, 2026, 10:10 a.m.