Triple
T7940231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marty McFly |
E184370
|
entity |
| Predicate | portrayedBy |
P1507
|
FINISHED |
| Object |
David Kaufman
David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
|
E703667
|
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: David Kaufman | Statement: [Marty McFly, portrayedBy, David Kaufman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Kaufman Context triple: [Marty McFly, portrayedBy, David Kaufman]
-
A.
Jon Abrahams
Jon Abrahams is an American actor best known for his comedic and horror film roles in the early 2000s, including prominent parts in popular parody and teen movies.
-
B.
Evan Goldberg
Evan Goldberg is a technology entrepreneur best known for founding the cloud-based business software company NetSuite.
-
C.
Evan Goldberg
Evan Goldberg is a Canadian screenwriter, director, and producer best known for co-creating and co-writing hit comedies such as Superbad, Pineapple Express, and This Is the End.
-
D.
Nicholas Stoller
Nicholas Stoller is a British-American filmmaker and screenwriter best known for directing and writing popular comedy films such as Forgetting Sarah Marshall and Neighbors.
-
E.
Aaron Seltzer
Aaron Seltzer is an American filmmaker best known for co-writing and co-directing a series of parody films such as "Date Movie," "Epic Movie," and "Meet the Spartans."
- 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: David Kaufman Triple: [Marty McFly, portrayedBy, David Kaufman]
Generated description
David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Kaufman Target entity description: David Kaufman is an American actor best known for voicing Marty McFly in the animated Back to the Future series and for numerous other voice and live-action roles in film and television.
-
A.
Jon Abrahams
Jon Abrahams is an American actor best known for his comedic and horror film roles in the early 2000s, including prominent parts in popular parody and teen movies.
-
B.
Evan Goldberg
Evan Goldberg is a technology entrepreneur best known for founding the cloud-based business software company NetSuite.
-
C.
Evan Goldberg
Evan Goldberg is a Canadian screenwriter, director, and producer best known for co-creating and co-writing hit comedies such as Superbad, Pineapple Express, and This Is the End.
-
D.
Nicholas Stoller
Nicholas Stoller is a British-American filmmaker and screenwriter best known for directing and writing popular comedy films such as Forgetting Sarah Marshall and Neighbors.
-
E.
Aaron Seltzer
Aaron Seltzer is an American filmmaker best known for co-writing and co-directing a series of parody films such as "Date Movie," "Epic Movie," and "Meet the Spartans."
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0ac8bc8190b4e4f79b15c316b3 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe019a094819082baecdcb007c84f |
completed | March 31, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69cbe4f0e94c8190941794411d7cdde3 |
completed | March 31, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc3363ba748190b04a4a2cafbb3290 |
completed | March 31, 2026, 8:49 p.m. |
Created at: March 30, 2026, 5:08 p.m.