Triple
T17025842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pedicab Driver |
E413060
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Lau Kar‑leung
Lau Kar‑leung was a legendary Hong Kong martial arts film director, choreographer, and actor renowned for his work with Shaw Brothers Studio and his authentic kung fu cinema.
|
E1317070
|
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: Lau Kar‑leung | Statement: [Pedicab Driver, starring, Lau Kar‑leung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lau Kar‑leung Context triple: [Pedicab Driver, starring, Lau Kar‑leung]
-
A.
Yuen Woo-ping
Yuen Woo-ping is a renowned Hong Kong martial arts choreographer and film director best known for his influential action work in classics like "Drunken Master," "The Matrix" trilogy, and "Crouching Tiger, Hidden Dragon."
-
B.
Yam Kim-fai
Yam Kim-fai was a legendary Cantonese opera star renowned for her charismatic male "sheng" roles and lasting influence on Hong Kong’s performing arts.
-
C.
Fong Chi-keung
Fong Chi-keung is a Hong Kong screenwriter best known for his work on action films, including the Jackie Chan hit "Rumble in the Bronx."
-
D.
Lee Ka Lau
Lee Ka Lau is a Canadian entrepreneur and engineer best known as a co-founder of the graphics chip company ATI Technologies.
-
E.
Lok Fu
Lok Fu is a residential neighborhood and transport hub in Hong Kong known for its public housing estates, shopping centre, and MTR station.
- 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: Lau Kar‑leung Triple: [Pedicab Driver, starring, Lau Kar‑leung]
Generated description
Lau Kar‑leung was a legendary Hong Kong martial arts film director, choreographer, and actor renowned for his work with Shaw Brothers Studio and his authentic kung fu cinema.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lau Kar‑leung Target entity description: Lau Kar‑leung was a legendary Hong Kong martial arts film director, choreographer, and actor renowned for his work with Shaw Brothers Studio and his authentic kung fu cinema.
-
A.
Yuen Woo-ping
Yuen Woo-ping is a renowned Hong Kong martial arts choreographer and film director best known for his influential action work in classics like "Drunken Master," "The Matrix" trilogy, and "Crouching Tiger, Hidden Dragon."
-
B.
Yam Kim-fai
Yam Kim-fai was a legendary Cantonese opera star renowned for her charismatic male "sheng" roles and lasting influence on Hong Kong’s performing arts.
-
C.
Fong Chi-keung
Fong Chi-keung is a Hong Kong screenwriter best known for his work on action films, including the Jackie Chan hit "Rumble in the Bronx."
-
D.
Lee Ka Lau
Lee Ka Lau is a Canadian entrepreneur and engineer best known as a co-founder of the graphics chip company ATI Technologies.
-
E.
Lok Fu
Lok Fu is a residential neighborhood and transport hub in Hong Kong known for its public housing estates, shopping centre, and MTR station.
- 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_6a03bb3d6fb88190b23f825fe325622b |
completed | May 12, 2026, 11:43 p.m. |
| NEDg | Description generation | batch_6a03bc72aea48190992d7623970eef55 |
completed | May 12, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bd887970819088b68d18791e2a07 |
completed | May 12, 2026, 11:53 p.m. |
Created at: April 10, 2026, 5:33 a.m.