Triple
T2245960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Franco |
E49504
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | James Edward Franco |
E49504
|
NE FINISHED |
How this triple was built (2 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: James Edward Franco | Statement: [James Franco, fullName, James Edward Franco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Edward Franco Context triple: [James Franco, fullName, James Edward Franco]
-
A.
James Franco
chosen
James Franco is an American actor, filmmaker, and academic known for his diverse roles in films like "127 Hours" and "Pineapple Express" and for his often experimental approach to art and performance.
-
B.
Emile Hirsch
Emile Hirsch is an American actor known for his intense performances in films such as "Into the Wild," "Milk," and "Lone Survivor."
-
C.
Jason Schwartzman
Jason Schwartzman is an American actor and musician known for his quirky, offbeat roles in films like "Rushmore" and "The Darjeeling Limited" and for being a member of the Coppola filmmaking family.
-
D.
Drake Doremus
Drake Doremus is an American filmmaker known for his intimate, improvisation-driven romantic dramas, including the acclaimed film "Like Crazy."
-
E.
Beau Flynn
Beau Flynn is an American film producer known for backing large-scale Hollywood action and adventure movies, frequently collaborating with Dwayne Johnson on projects such as "San Andreas," "Rampage," and "Skyscraper."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0ea75d881909d4e176a432f32e8 |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b1284d0819093b041ede90d4c53 |
completed | March 9, 2026, 6:39 a.m. |
Created at: March 4, 2026, 7:47 p.m.