Triple
T4459740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special ID |
E98221
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Ken Lo
Ken Lo is a Hong Kong-based martial artist and actor best known for his action and stunt work in films such as Jackie Chan’s "Drunken Master II."
|
E443053
|
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: Ken Lo | Statement: [Special ID, hasCastMember, Ken Lo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ken Lo Context triple: [Special ID, hasCastMember, Ken Lo]
-
A.
Wayne Wang
Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
-
B.
Hwang Dong-hyuk
Hwang Dong-hyuk is a South Korean film and television director and screenwriter best known internationally for creating the hit Netflix survival drama series "Squid Game."
-
C.
John Woo
John Woo is a renowned Hong Kong-born film director and producer best known for his highly stylized action movies featuring balletic gunplay and intense emotional drama.
-
D.
Do Ho Suh
Do Ho Suh is a South Korean contemporary artist known for his intricate sculptures and installations that explore themes of home, memory, and personal space.
-
E.
Kar Wai Wong
Kar Wai Wong is an acclaimed Hong Kong filmmaker known for his visually poetic, emotionally resonant films such as "In the Mood for Love" and "Chungking Express."
- 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: Ken Lo Triple: [Special ID, hasCastMember, Ken Lo]
Generated description
Ken Lo is a Hong Kong-based martial artist and actor best known for his action and stunt work in films such as Jackie Chan’s "Drunken Master II."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ken Lo Target entity description: Ken Lo is a Hong Kong-based martial artist and actor best known for his action and stunt work in films such as Jackie Chan’s "Drunken Master II."
-
A.
Wayne Wang
Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
-
B.
Hwang Dong-hyuk
Hwang Dong-hyuk is a South Korean film and television director and screenwriter best known internationally for creating the hit Netflix survival drama series "Squid Game."
-
C.
John Woo
John Woo is a renowned Hong Kong-born film director and producer best known for his highly stylized action movies featuring balletic gunplay and intense emotional drama.
-
D.
Do Ho Suh
Do Ho Suh is a South Korean contemporary artist known for his intricate sculptures and installations that explore themes of home, memory, and personal space.
-
E.
Kar Wai Wong
Kar Wai Wong is an acclaimed Hong Kong filmmaker known for his visually poetic, emotionally resonant films such as "In the Mood for Love" and "Chungking Express."
- 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3567184f481908a2787e4ac9bb345 |
completed | March 13, 2026, 12:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6284431c48190aa1553ff89f2239f |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b629532cac8190b959adc0ef13305a |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62d9c287c8190a305f9d21517f913 |
completed | March 15, 2026, 3:55 a.m. |
Created at: March 12, 2026, 11:33 p.m.