Triple
T9280795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ronny Chieng |
E223060
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ronny Chieng: International Student
Ronny Chieng: International Student is an Australian television comedy series created by and starring comedian Ronny Chieng, following an overachieving Malaysian law student navigating life and culture shock at an Australian university.
|
E789889
|
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: Ronny Chieng: International Student | Statement: [Ronny Chieng, notableWork, Ronny Chieng: International Student]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ronny Chieng: International Student Context triple: [Ronny Chieng, notableWork, Ronny Chieng: International Student]
-
A.
Kenneth Choi
Kenneth Choi is an American actor known for his roles in television series such as "9-1-1" and films including "The Wolf of Wall Street" and "Spider-Man: Homecoming."
-
B.
Christopher Chung
Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
-
C.
Kenneth Lin
Kenneth Lin is an entrepreneur best known as the founder and former CEO of the personal finance company Credit Karma.
-
D.
Terence Chang
Terence Chang is a Hong Kong-born film producer best known for his collaborations with director John Woo on action films in both Asian and Hollywood cinema.
-
E.
Jamie Chung
Jamie Chung is an American actress and former reality television personality known for roles in films like "Sucker Punch," "The Hangover Part II," and the TV series "Once Upon a Time."
- 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: Ronny Chieng: International Student Triple: [Ronny Chieng, notableWork, Ronny Chieng: International Student]
Generated description
Ronny Chieng: International Student is an Australian television comedy series created by and starring comedian Ronny Chieng, following an overachieving Malaysian law student navigating life and culture shock at an Australian university.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ronny Chieng: International Student Target entity description: Ronny Chieng: International Student is an Australian television comedy series created by and starring comedian Ronny Chieng, following an overachieving Malaysian law student navigating life and culture shock at an Australian university.
-
A.
Kenneth Choi
Kenneth Choi is an American actor known for his roles in television series such as "9-1-1" and films including "The Wolf of Wall Street" and "Spider-Man: Homecoming."
-
B.
Christopher Chung
Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
-
C.
Kenneth Lin
Kenneth Lin is an entrepreneur best known as the founder and former CEO of the personal finance company Credit Karma.
-
D.
Terence Chang
Terence Chang is a Hong Kong-born film producer best known for his collaborations with director John Woo on action films in both Asian and Hollywood cinema.
-
E.
Jamie Chung
Jamie Chung is an American actress and former reality television personality known for roles in films like "Sucker Punch," "The Hangover Part II," and the TV series "Once Upon a Time."
- 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd07cd9a1c8190af0521baa428ce10 |
completed | April 1, 2026, 11:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b209a5b48190a7e6d983bcda5363 |
completed | April 4, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d0b3548dd881908adadf4a728cec50 |
completed | April 4, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b4083da88190ab996ee53bf5ff16 |
completed | April 4, 2026, 6:47 a.m. |
Created at: March 30, 2026, 7:34 p.m.