Triple
T18204581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ViT |
E435871
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Lucas Beyer
Lucas Beyer is a machine learning researcher known for co-authoring the Vision Transformer (ViT) model that applied transformer architectures to image recognition.
|
E1312441
|
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: Lucas Beyer | Statement: [ViT, introducedBy, Lucas Beyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lucas Beyer Context triple: [ViT, introducedBy, Lucas Beyer]
-
A.
Lucas Eberl
Lucas Eberl is an American actor and filmmaker known for his roles in independent films and television series.
-
B.
Lukas Heller
Lukas Heller was a German-born British screenwriter best known for his work on psychological thrillers and film adaptations in the 1960s and 1970s.
-
C.
Benjamin Becker
Benjamin Becker is a retired German professional tennis player best known for defeating Andre Agassi in Agassi’s final professional match at the 2006 US Open.
-
D.
Kai Wiesinger
Kai Wiesinger is a German actor known for his roles in film and television, often appearing in historical dramas and popular German cinema.
-
E.
Sebastian Steinberg
Sebastian Steinberg is an American bassist and producer best known for his work with the band Soul Coughing and his extensive collaborations with artists such as Fiona Apple.
- 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: Lucas Beyer Triple: [ViT, introducedBy, Lucas Beyer]
Generated description
Lucas Beyer is a machine learning researcher known for co-authoring the Vision Transformer (ViT) model that applied transformer architectures to image recognition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lucas Beyer Target entity description: Lucas Beyer is a machine learning researcher known for co-authoring the Vision Transformer (ViT) model that applied transformer architectures to image recognition.
-
A.
Lucas Eberl
Lucas Eberl is an American actor and filmmaker known for his roles in independent films and television series.
-
B.
Lukas Heller
Lukas Heller was a German-born British screenwriter best known for his work on psychological thrillers and film adaptations in the 1960s and 1970s.
-
C.
Benjamin Becker
Benjamin Becker is a retired German professional tennis player best known for defeating Andre Agassi in Agassi’s final professional match at the 2006 US Open.
-
D.
Kai Wiesinger
Kai Wiesinger is a German actor known for his roles in film and television, often appearing in historical dramas and popular German cinema.
-
E.
Sebastian Steinberg
Sebastian Steinberg is an American bassist and producer best known for his work with the band Soul Coughing and his extensive collaborations with artists such as Fiona Apple.
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.