Triple
T22767592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Legacy of Rage |
E563169
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
John Sham
John Sham is a Hong Kong film producer and actor known for his influential work in the local action and crime cinema of the 1980s and 1990s.
|
E1553435
|
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: John Sham | Statement: [Legacy of Rage, producer, John Sham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Sham Context triple: [Legacy of Rage, producer, John Sham]
-
A.
Bill Tarmey
Bill Tarmey was an English actor and singer best known for playing Jack Duckworth in the long-running ITV soap opera Coronation Street.
-
B.
Marc Crawford
Marc Crawford is a Canadian professional ice hockey coach and former NHL head coach best known for leading the Colorado Avalanche to a Stanley Cup championship in 1996.
-
C.
Kevin Willard
Kevin Willard is an American college basketball coach best known for leading the University of Maryland men's basketball program after a successful tenure at Seton Hall.
-
D.
Joe Napolitano
Joe Napolitano is a television and film producer best known for his work as an executive producer on the series "Roar."
-
E.
Len Kaminski
Len Kaminski is an American comic book writer best known for his work at Marvel Comics in the 1990s, particularly on Iron Man-related titles and other superhero series.
- 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: John Sham Triple: [Legacy of Rage, producer, John Sham]
Generated description
John Sham is a Hong Kong film producer and actor known for his influential work in the local action and crime cinema of the 1980s and 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Sham Target entity description: John Sham is a Hong Kong film producer and actor known for his influential work in the local action and crime cinema of the 1980s and 1990s.
-
A.
Bill Tarmey
Bill Tarmey was an English actor and singer best known for playing Jack Duckworth in the long-running ITV soap opera Coronation Street.
-
B.
Marc Crawford
Marc Crawford is a Canadian professional ice hockey coach and former NHL head coach best known for leading the Colorado Avalanche to a Stanley Cup championship in 1996.
-
C.
Kevin Willard
Kevin Willard is an American college basketball coach best known for leading the University of Maryland men's basketball program after a successful tenure at Seton Hall.
-
D.
Joe Napolitano
Joe Napolitano is a television and film producer best known for his work as an executive producer on the series "Roar."
-
E.
Len Kaminski
Len Kaminski is an American comic book writer best known for his work at Marvel Comics in the 1990s, particularly on Iron Man-related titles and other superhero series.
- 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_69e24552e11c81909c2d61578a558bd7 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17a81d3348190b005a43a5e03d406 |
completed | April 29, 2026, 3:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b981f3a1c819083a7d498290af751 |
completed | May 18, 2026, 10:52 p.m. |
| NEDg | Description generation | batch_6a0b98d159688190a5ec037ee8692f33 |
completed | May 18, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b99b6e7e88190995319351374f97c |
completed | May 18, 2026, 10:59 p.m. |
Created at: April 17, 2026, 3:27 p.m.