Triple
T21116952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Driving Lessons |
E520323
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Ben Marshall
Ben Marshall is the socially awkward teenage protagonist of the British coming-of-age film "Driving Lessons," whose life changes as he gains independence and confidence through an unconventional friendship and driving instruction.
|
E1468091
|
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: Ben Marshall | Statement: [Driving Lessons, mainCharacter, Ben Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Marshall Context triple: [Driving Lessons, mainCharacter, Ben Marshall]
-
A.
Sean Marshall
Sean Marshall is an American former child actor best known for starring as Pete in Disney’s 1977 film "Pete’s Dragon."
-
B.
Brian Marshall
Brian Marshall was a British actor known for his supporting roles in film and television, including an appearance in the crime thriller "The Long Good Friday."
-
C.
Brice Cummings
Brice Cummings is a smarmy, ambitious television executive character portrayed by John Glover in the 1988 Christmas film "Scrooged."
-
D.
Ben Brierly
Ben Brierly is a musician best known as the former husband of singer Marianne Faithfull.
-
E.
Dylan Marshall
Dylan Marshall is a recurring character on the television series "Modern Family," known as Haley Dunphy’s on-and-off boyfriend who later becomes her husband.
- 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: Ben Marshall Triple: [Driving Lessons, mainCharacter, Ben Marshall]
Generated description
Ben Marshall is the socially awkward teenage protagonist of the British coming-of-age film "Driving Lessons," whose life changes as he gains independence and confidence through an unconventional friendship and driving instruction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Marshall Target entity description: Ben Marshall is the socially awkward teenage protagonist of the British coming-of-age film "Driving Lessons," whose life changes as he gains independence and confidence through an unconventional friendship and driving instruction.
-
A.
Sean Marshall
Sean Marshall is an American former child actor best known for starring as Pete in Disney’s 1977 film "Pete’s Dragon."
-
B.
Brian Marshall
Brian Marshall was a British actor known for his supporting roles in film and television, including an appearance in the crime thriller "The Long Good Friday."
-
C.
Brice Cummings
Brice Cummings is a smarmy, ambitious television executive character portrayed by John Glover in the 1988 Christmas film "Scrooged."
-
D.
Ben Brierly
Ben Brierly is a musician best known as the former husband of singer Marianne Faithfull.
-
E.
Dylan Marshall
Dylan Marshall is a recurring character on the television series "Modern Family," known as Haley Dunphy’s on-and-off boyfriend who later becomes her husband.
- 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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72106a3b48190a0efa51a74ae21f0 |
completed | April 21, 2026, 7:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965e5b04c8190addaa49cb9f6ad06 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a0969cd36b081909e24ab92c0b2ab0a |
completed | May 17, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096b373290819082f45e68772a81e4 |
completed | May 17, 2026, 7:16 a.m. |
Created at: April 16, 2026, 2:55 p.m.