Triple
T4357687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norman Chan |
E98589
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Joseph Yam
Joseph Yam is a prominent Hong Kong banker best known as the founding Chief Executive of the Hong Kong Monetary Authority, where he played a key role in managing the territory’s monetary and financial stability.
|
E432937
|
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: Joseph Yam | Statement: [Norman Chan, precededBy, Joseph Yam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Yam Context triple: [Norman Chan, precededBy, Joseph Yam]
-
A.
Victor Wong
Victor Wong was an American character actor known for his distinctive presence in films such as "The Last Emperor," "Big Trouble in Little China," and "Tremors."
-
B.
Ken Kao
Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
-
C.
James Hiroyuki Liao
James Hiroyuki Liao is an American actor known for his work in film, television, and voice acting, including roles in series like Prison Break and Barry.
-
D.
Phil Tan
Phil Tan is a Grammy-winning mixing engineer renowned for his work on numerous chart-topping pop and R&B records.
-
E.
Ray Yoshida
Ray Yoshida was an influential American painter and educator associated with the Chicago Imagists, known for his collage-like compositions and his long teaching career shaping generations of artists.
- 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: Joseph Yam Triple: [Norman Chan, precededBy, Joseph Yam]
Generated description
Joseph Yam is a prominent Hong Kong banker best known as the founding Chief Executive of the Hong Kong Monetary Authority, where he played a key role in managing the territory’s monetary and financial stability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Yam Target entity description: Joseph Yam is a prominent Hong Kong banker best known as the founding Chief Executive of the Hong Kong Monetary Authority, where he played a key role in managing the territory’s monetary and financial stability.
-
A.
Victor Wong
Victor Wong was an American character actor known for his distinctive presence in films such as "The Last Emperor," "Big Trouble in Little China," and "Tremors."
-
B.
Ken Kao
Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
-
C.
James Hiroyuki Liao
James Hiroyuki Liao is an American actor known for his work in film, television, and voice acting, including roles in series like Prison Break and Barry.
-
D.
Phil Tan
Phil Tan is a Grammy-winning mixing engineer renowned for his work on numerous chart-topping pop and R&B records.
-
E.
Ray Yoshida
Ray Yoshida was an influential American painter and educator associated with the Chicago Imagists, known for his collage-like compositions and his long teaching career shaping generations of artists.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c7fa1881908bdc844a7142eb65 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbbcb6188190a8a4da6a080f0d61 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc7763488190b056ba759ac9fa73 |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd07854c8190ac55586d245028a6 |
completed | March 14, 2026, 10:11 p.m. |
Created at: March 12, 2026, 11:16 p.m.