Triple
T17025051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shall We Talk |
E413043
|
entity |
| Predicate | composer |
P1361
|
FINISHED |
| Object |
Christopher Chak
Christopher Chak is a Hong Kong music composer best known for creating theme songs and scores for television dramas and Cantopop artists.
|
E1246383
|
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: Christopher Chak | Statement: [Shall We Talk, composer, Christopher Chak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christopher Chak Context triple: [Shall We Talk, composer, Christopher Chak]
-
A.
Christopher Chataway
Christopher Chataway was a British middle- and long-distance runner and politician, renowned in the 1950s for his world-record performances and prominence in athletics.
-
B.
Curtis Chin
Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
-
C.
Curtis Choy
Curtis Choy is an American cinematographer and filmmaker known for his work on influential Asian American independent films and documentaries.
-
D.
Chris Nee
Chris Nee is an American television writer and producer best known for creating the acclaimed children's animated series "Doc McStuffins."
-
E.
Robbi Chong
Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
- 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: Christopher Chak Triple: [Shall We Talk, composer, Christopher Chak]
Generated description
Christopher Chak is a Hong Kong music composer best known for creating theme songs and scores for television dramas and Cantopop artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Christopher Chak Target entity description: Christopher Chak is a Hong Kong music composer best known for creating theme songs and scores for television dramas and Cantopop artists.
-
A.
Christopher Chataway
Christopher Chataway was a British middle- and long-distance runner and politician, renowned in the 1950s for his world-record performances and prominence in athletics.
-
B.
Curtis Chin
Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
-
C.
Curtis Choy
Curtis Choy is an American cinematographer and filmmaker known for his work on influential Asian American independent films and documentaries.
-
D.
Chris Nee
Chris Nee is an American television writer and producer best known for creating the acclaimed children's animated series "Doc McStuffins."
-
E.
Robbi Chong
Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
- 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_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.