Triple
T17025052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shall We Talk |
E413043
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Alvin Leong
Alvin Leong is a music producer known for his work on the song "Shall We Talk."
|
E1264529
|
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: Alvin Leong | Statement: [Shall We Talk, producer, Alvin Leong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alvin Leong Context triple: [Shall We Talk, producer, Alvin Leong]
-
A.
Raymond Chow
Raymond Chow was a prominent Hong Kong film producer best known for founding Golden Harvest and helping launch the international careers of Bruce Lee and Jackie Chan.
-
B.
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."
-
C.
Eddy Choong
Eddy Choong was a legendary Malaysian badminton player renowned for his multiple All England titles in the 1950s and his pioneering role in the sport’s international rise.
-
D.
Lawrence Chu
Lawrence Chu is a Chinese-American chef and restaurateur best known as the father of film director Jon M. Chu.
-
E.
Ronald Cheng
Ronald Cheng is a Hong Kong actor and Cantopop singer known for his comedic film roles and successful music career.
- 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: Alvin Leong Triple: [Shall We Talk, producer, Alvin Leong]
Generated description
Alvin Leong is a music producer known for his work on the song "Shall We Talk."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alvin Leong Target entity description: Alvin Leong is a music producer known for his work on the song "Shall We Talk."
-
A.
Raymond Chow
Raymond Chow was a prominent Hong Kong film producer best known for founding Golden Harvest and helping launch the international careers of Bruce Lee and Jackie Chan.
-
B.
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."
-
C.
Eddy Choong
Eddy Choong was a legendary Malaysian badminton player renowned for his multiple All England titles in the 1950s and his pioneering role in the sport’s international rise.
-
D.
Lawrence Chu
Lawrence Chu is a Chinese-American chef and restaurateur best known as the father of film director Jon M. Chu.
-
E.
Ronald Cheng
Ronald Cheng is a Hong Kong actor and Cantopop singer known for his comedic film roles and successful music career.
- 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_69e3d5d371148190a60d32a72abec09a |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01954069e0819087fab0a782a83f39 |
completed | May 11, 2026, 8:37 a.m. |
| NEDg | Description generation | batch_6a019b79d7148190abf4b41f0c84c62e |
completed | May 11, 2026, 9:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a019c1b60f08190a6469602751e3471 |
completed | May 11, 2026, 9:06 a.m. |
Created at: April 10, 2026, 5:33 a.m.