Triple
T17025741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dragons Forever |
E413058
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Billy Chow
Billy Chow is a Hong Kong martial artist and actor best known for playing formidable villains in action films, including several collaborations with Jackie Chan and Jet Li.
|
E1270310
|
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: Billy Chow | Statement: [Dragons Forever, hasCastMember, Billy Chow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Chow Context triple: [Dragons Forever, hasCastMember, Billy Chow]
-
A.
Wakin Chau
Wakin Chau is a renowned Hong Kong-born Taiwanese singer and actor celebrated across the Chinese-speaking world for his influential Mandopop ballads and long-standing music career.
-
B.
Leslie Chow
Leslie Chow is a wildly eccentric, foul-mouthed, and unpredictable gangster character from The Hangover film series, known for his outrageous antics and chaotic energy.
-
C.
Ronnie Chan
Ronnie Chan is a Hong Kong billionaire businessman and philanthropist best known as the chairman of Hang Lung Group and for his prominent role in property development and higher-education philanthropy.
-
D.
Jaycee Chan
Jaycee Chan is a Hong Kong-American actor and singer known for his work in film and music, as well as for being the son of martial arts star Jackie Chan.
-
E.
Eric Tsang
Eric Tsang is a veteran Hong Kong actor, comedian, and film producer known for his prolific career in Cantonese cinema and television.
- 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: Billy Chow Triple: [Dragons Forever, hasCastMember, Billy Chow]
Generated description
Billy Chow is a Hong Kong martial artist and actor best known for playing formidable villains in action films, including several collaborations with Jackie Chan and Jet Li.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Chow Target entity description: Billy Chow is a Hong Kong martial artist and actor best known for playing formidable villains in action films, including several collaborations with Jackie Chan and Jet Li.
-
A.
Wakin Chau
Wakin Chau is a renowned Hong Kong-born Taiwanese singer and actor celebrated across the Chinese-speaking world for his influential Mandopop ballads and long-standing music career.
-
B.
Leslie Chow
Leslie Chow is a wildly eccentric, foul-mouthed, and unpredictable gangster character from The Hangover film series, known for his outrageous antics and chaotic energy.
-
C.
Ronnie Chan
Ronnie Chan is a Hong Kong billionaire businessman and philanthropist best known as the chairman of Hang Lung Group and for his prominent role in property development and higher-education philanthropy.
-
D.
Jaycee Chan
Jaycee Chan is a Hong Kong-American actor and singer known for his work in film and music, as well as for being the son of martial arts star Jackie Chan.
-
E.
Eric Tsang
Eric Tsang is a veteran Hong Kong actor, comedian, and film producer known for his prolific career in Cantonese cinema and television.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d46a5081908bc5681621dd8534 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01b80d3a3081908a255a40bd7a72a0 |
completed | May 11, 2026, 11:05 a.m. |
| NEDg | Description generation | batch_6a01b8ebb5ac8190a98fcaba61c45955 |
completed | May 11, 2026, 11:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01b9676d54819098315611857dd6ea |
completed | May 11, 2026, 11:11 a.m. |
Created at: April 10, 2026, 5:33 a.m.