Triple
T17025861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pedicab Driver |
E413060
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object |
Bo Ho Films
Bo Ho Films is a Hong Kong-based film production company known for producing local cinema, including the 1989 action-comedy "Pedicab Driver."
|
E1246445
|
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: Bo Ho Films | Statement: [Pedicab Driver, productionCompany, Bo Ho Films]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bo Ho Films Context triple: [Pedicab Driver, productionCompany, Bo Ho Films]
-
A.
Charley Lau
Charley Lau was a renowned Major League Baseball hitting coach and former catcher, best known for developing the influential "Lau hitting method."
-
B.
Chang Cheh
Chang Cheh was a highly influential Hong Kong film director best known for his groundbreaking and ultra-violent wuxia and kung fu films for the Shaw Brothers Studio in the 1960s and 1970s.
-
C.
Shawn Yue
Shawn Yue is a Hong Kong actor and singer best known internationally for his roles in films such as the "Infernal Affairs" series and various stylish crime and action movies.
-
D.
Lo Wu
Lo Wu is a border area in Hong Kong known for its major immigration control point and railway station connecting to mainland China.
-
E.
Tianhan
Tianhan was an era name used during the reign of Emperor Wu of the Western Han dynasty in ancient China.
- 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: Bo Ho Films Triple: [Pedicab Driver, productionCompany, Bo Ho Films]
Generated description
Bo Ho Films is a Hong Kong-based film production company known for producing local cinema, including the 1989 action-comedy "Pedicab Driver."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bo Ho Films Target entity description: Bo Ho Films is a Hong Kong-based film production company known for producing local cinema, including the 1989 action-comedy "Pedicab Driver."
-
A.
Yuen Tak
Yuen Tak is a Hong Kong martial artist, actor, and action choreographer known for his work in classic kung fu films and for being part of the influential Peking Opera–trained generation in the Hong Kong film industry.
-
B.
Charley Lau
Charley Lau was a renowned Major League Baseball hitting coach and former catcher, best known for developing the influential "Lau hitting method."
-
C.
Chang Cheh
Chang Cheh was a highly influential Hong Kong film director best known for his groundbreaking and ultra-violent wuxia and kung fu films for the Shaw Brothers Studio in the 1960s and 1970s.
-
D.
Shawn Yue
Shawn Yue is a Hong Kong actor and singer best known internationally for his roles in films such as the "Infernal Affairs" series and various stylish crime and action movies.
-
E.
Lo Wu
Lo Wu is a border area in Hong Kong known for its major immigration control point and railway station connecting to mainland China.
- 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_6a011b53306081908972a0a5db474b6c |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011cfb74b88190bbd5af862727790f |
completed | May 11, 2026, 12:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011dad838c8190a1ea560680c9ca57 |
completed | May 11, 2026, 12:07 a.m. |
Created at: April 10, 2026, 5:33 a.m.