Triple
T12685640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warm Bodies |
E303058
|
entity |
| Predicate | characterPortrayed |
P1507
|
FINISHED |
| Object |
Dave Franco as Perry Kelvin
Dave Franco as Perry Kelvin refers to the actor’s role as Julie’s boyfriend and a key human character in the zombie romantic comedy film "Warm Bodies."
|
E998909
|
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: Dave Franco as Perry Kelvin | Statement: [Warm Bodies, characterPortrayed, Dave Franco as Perry Kelvin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dave Franco as Perry Kelvin Context triple: [Warm Bodies, characterPortrayed, Dave Franco as Perry Kelvin]
-
A.
Paul Rudd as Brian Fantana
Paul Rudd as Brian Fantana is the portrayal of the vain, mustachioed field reporter and ladies’ man from the Anchorman comedy films, known for his overconfident charm and absurd cologne collection.
-
B.
Will Ferrell as Nick Halsey
Will Ferrell as Nick Halsey is the down-on-his-luck, recently fired and separated suburban salesman at the center of the dramedy "Everything Must Go," whose life unravels as he holds a yard sale on his front lawn.
-
C.
Ashton Kutcher as Evan Treborn
Ashton Kutcher as Evan Treborn is the troubled protagonist of the psychological thriller "The Butterfly Effect," a young man who discovers he can revisit and alter his past with devastating consequences.
-
D.
Seth Rogen as Ken Miller
Seth Rogen as Ken Miller is the laid-back, sarcastic burnout character he plays in the cult teen TV series "Freaks and Geeks."
-
E.
Jason Segel as Nick Andopolis
Jason Segel as Nick Andopolis refers to his breakout role as a lovable, drum-obsessed slacker in the cult classic TV series "Freaks and Geeks."
- 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: Dave Franco as Perry Kelvin Triple: [Warm Bodies, characterPortrayed, Dave Franco as Perry Kelvin]
Generated description
Dave Franco as Perry Kelvin refers to the actor’s role as Julie’s boyfriend and a key human character in the zombie romantic comedy film "Warm Bodies."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dave Franco as Perry Kelvin Target entity description: Dave Franco as Perry Kelvin refers to the actor’s role as Julie’s boyfriend and a key human character in the zombie romantic comedy film "Warm Bodies."
-
A.
Paul Rudd as Brian Fantana
Paul Rudd as Brian Fantana is the portrayal of the vain, mustachioed field reporter and ladies’ man from the Anchorman comedy films, known for his overconfident charm and absurd cologne collection.
-
B.
Will Ferrell as Nick Halsey
Will Ferrell as Nick Halsey is the down-on-his-luck, recently fired and separated suburban salesman at the center of the dramedy "Everything Must Go," whose life unravels as he holds a yard sale on his front lawn.
-
C.
Ashton Kutcher as Evan Treborn
Ashton Kutcher as Evan Treborn is the troubled protagonist of the psychological thriller "The Butterfly Effect," a young man who discovers he can revisit and alter his past with devastating consequences.
-
D.
Seth Rogen as Ken Miller
Seth Rogen as Ken Miller is the laid-back, sarcastic burnout character he plays in the cult teen TV series "Freaks and Geeks."
-
E.
Jason Segel as Nick Andopolis
Jason Segel as Nick Andopolis refers to his breakout role as a lovable, drum-obsessed slacker in the cult classic TV series "Freaks and Geeks."
- 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d7cd4c81909521839ef5859799 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671a8f068819086e2191439607f76 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6749c2ddc8190945270e6e5b210dd |
completed | May 2, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675c42fec8190b60751c0db88f3b6 |
completed | May 2, 2026, 10:08 p.m. |
Created at: April 9, 2026, 5:21 p.m.