Triple
T4470498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DDPG |
E98481
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Alexander Pritzel
Alexander Pritzel is a machine learning researcher known for his contributions to deep reinforcement learning, including work on algorithms such as Deep Deterministic Policy Gradient (DDPG).
|
E441108
|
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: Alexander Pritzel | Statement: [DDPG, introducedBy, Alexander Pritzel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexander Pritzel Context triple: [DDPG, introducedBy, Alexander Pritzel]
-
A.
Francis Rattenbury
Francis Rattenbury was a British architect best known for designing prominent public buildings in Canada, particularly in British Columbia, during the late 19th and early 20th centuries.
-
B.
Peter Oppenheimer
Peter Oppenheimer is the son of physicist J. Robert Oppenheimer, known primarily for his connection to the famed "father of the atomic bomb."
-
C.
Frederick Brearey
Frederick Brearey was a 19th-century British aviation pioneer and early advocate of aeronautical science who helped establish the Royal Aeronautical Society.
-
D.
Alfred Beit
Alfred Beit was a prominent 19th-century British-German diamond magnate and financier who played a major role in the development of Southern Africa’s mining industry and imperial expansion.
-
E.
George Val Myer
George Val Myer was a British architect best known for his influential Art Deco and modernist designs in early 20th-century London.
- 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: Alexander Pritzel Triple: [DDPG, introducedBy, Alexander Pritzel]
Generated description
Alexander Pritzel is a machine learning researcher known for his contributions to deep reinforcement learning, including work on algorithms such as Deep Deterministic Policy Gradient (DDPG).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexander Pritzel Target entity description: Alexander Pritzel is a machine learning researcher known for his contributions to deep reinforcement learning, including work on algorithms such as Deep Deterministic Policy Gradient (DDPG).
-
A.
Francis Rattenbury
Francis Rattenbury was a British architect best known for designing prominent public buildings in Canada, particularly in British Columbia, during the late 19th and early 20th centuries.
-
B.
Peter Oppenheimer
Peter Oppenheimer is the son of physicist J. Robert Oppenheimer, known primarily for his connection to the famed "father of the atomic bomb."
-
C.
Frederick Brearey
Frederick Brearey was a 19th-century British aviation pioneer and early advocate of aeronautical science who helped establish the Royal Aeronautical Society.
-
D.
Alfred Beit
Alfred Beit was a prominent 19th-century British-German diamond magnate and financier who played a major role in the development of Southern Africa’s mining industry and imperial expansion.
-
E.
George Val Myer
George Val Myer was a British architect best known for his influential Art Deco and modernist designs in early 20th-century London.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356b6a1f48190a39f5411648c40ff |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6286c75b08190bd683d300f6c97f0 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:34 p.m.