Triple
T17521159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TD3 |
E426680
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Scott Fujimoto
Scott Fujimoto is a machine learning researcher known for his work on deep reinforcement learning, including co-developing the TD3 (Twin Delayed Deep Deterministic Policy Gradient) algorithm.
|
E1274357
|
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: Scott Fujimoto | Statement: [TD3, hasAuthor, Scott Fujimoto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Fujimoto Context triple: [TD3, hasAuthor, Scott Fujimoto]
-
A.
Tak Fujimoto
Tak Fujimoto is an American cinematographer renowned for his work on influential films such as The Silence of the Lambs and several collaborations with directors like Jonathan Demme and M. Night Shyamalan.
-
B.
Danny Fujikawa
Danny Fujikawa is an American musician and record label co-founder best known as the partner of actress Kate Hudson.
-
C.
Steve Okamoto
Steve Okamoto is a designer best known for his work on the Mamba project.
-
D.
Ken Okuyama
Ken Okuyama is a renowned Japanese industrial and automobile designer best known for his work on high-performance sports cars and luxury vehicles for brands such as Ferrari and Porsche.
-
E.
Mark Yoshikawa
Mark Yoshikawa is a film editor best known for his work on major Hollywood productions, including the final installment of The Hunger Games series.
- 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: Scott Fujimoto Triple: [TD3, hasAuthor, Scott Fujimoto]
Generated description
Scott Fujimoto is a machine learning researcher known for his work on deep reinforcement learning, including co-developing the TD3 (Twin Delayed Deep Deterministic Policy Gradient) algorithm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Fujimoto Target entity description: Scott Fujimoto is a machine learning researcher known for his work on deep reinforcement learning, including co-developing the TD3 (Twin Delayed Deep Deterministic Policy Gradient) algorithm.
-
A.
Tak Fujimoto
Tak Fujimoto is an American cinematographer renowned for his work on influential films such as The Silence of the Lambs and several collaborations with directors like Jonathan Demme and M. Night Shyamalan.
-
B.
Danny Fujikawa
Danny Fujikawa is an American musician and record label co-founder best known as the partner of actress Kate Hudson.
-
C.
Steve Okamoto
Steve Okamoto is a designer best known for his work on the Mamba project.
-
D.
Ken Okuyama
Ken Okuyama is a renowned Japanese industrial and automobile designer best known for his work on high-performance sports cars and luxury vehicles for brands such as Ferrari and Porsche.
-
E.
Mark Yoshikawa
Mark Yoshikawa is a film editor best known for his work on major Hollywood productions, including the final installment of The Hunger Games series.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d2f79881909556894728e255ab |
completed | April 19, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c94237d08190bb1f874735c87803 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cabea2b48190a690b17a88d45b40 |
completed | May 11, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cefa08f8819086cb86ce22193baa |
completed | May 11, 2026, 12:43 p.m. |
Created at: April 10, 2026, 5:49 a.m.