Triple
T5142029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Cho |
E115973
|
entity |
| Predicate | characterPortrayed |
P1507
|
FINISHED |
| Object |
John in American Pie
John in American Pie is the small but memorable character played by John Cho who helped popularize the recurring “MILF” gag in the teen comedy film series.
|
E497987
|
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 in American Pie | Statement: [John Cho, characterPortrayed, John in American Pie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John in American Pie Context triple: [John Cho, characterPortrayed, John in American Pie]
-
A.
Jay in The 40-Year-Old Virgin
Jay is one of Andy's outspoken, womanizing co-workers and friends who provides crude but often misguided dating advice in the comedy film "The 40-Year-Old Virgin."
-
B.
Ron Burgundy
Ron Burgundy is the pompous yet lovable 1970s San Diego news anchor protagonist of the comedy film "Anchorman," known for his over-the-top personality and catchphrases.
-
C.
Kim Billick
Kim Billick is best known as the wife of former NFL head coach and Super Bowl champion Brian Billick.
-
D.
Guy Madison
Guy Madison was an American film and television actor best known for his roles in 1940s and 1950s Westerns, particularly the TV series "The Adventures of Wild Bill Hickok."
-
E.
David Puddy
David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
- 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 in American Pie Triple: [John Cho, characterPortrayed, John in American Pie]
Generated description
John in American Pie is the small but memorable character played by John Cho who helped popularize the recurring “MILF” gag in the teen comedy film series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John in American Pie Target entity description: John in American Pie is the small but memorable character played by John Cho who helped popularize the recurring “MILF” gag in the teen comedy film series.
-
A.
Jay in The 40-Year-Old Virgin
Jay is one of Andy's outspoken, womanizing co-workers and friends who provides crude but often misguided dating advice in the comedy film "The 40-Year-Old Virgin."
-
B.
Ron Burgundy
Ron Burgundy is the pompous yet lovable 1970s San Diego news anchor protagonist of the comedy film "Anchorman," known for his over-the-top personality and catchphrases.
-
C.
Kim Billick
Kim Billick is best known as the wife of former NFL head coach and Super Bowl champion Brian Billick.
-
D.
Guy Madison
Guy Madison was an American film and television actor best known for his roles in 1940s and 1950s Westerns, particularly the TV series "The Adventures of Wild Bill Hickok."
-
E.
David Puddy
David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
- 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_69bd44459a988190a772a5c2ec6a1965 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd787ff1c081909a6954aa76e12cbf |
completed | March 20, 2026, 4:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69becfe7370c8190a47070487b461114 |
completed | March 21, 2026, 5:05 p.m. |
| NEDg | Description generation | batch_69bed07c9cd081908f8246e24b2f6458 |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed1013fe88190b76855a042226359 |
completed | March 21, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:43 p.m.