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.