Triple

T17693999
Position Surface form Disambiguated ID Type / Status
Subject Yuval Tassa E441110 entity
Predicate coAuthorWith P398 FINISHED
Object Andrej A. Rusu
Andrej A. Rusu is a machine learning researcher known for his work in deep reinforcement learning and continual learning, including contributions at DeepMind.
 E1282277 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: Andrej A. Rusu | Statement: [Yuval Tassa, coAuthorWith, Andrej A. Rusu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrej A. Rusu
Context triple: [Yuval Tassa, coAuthorWith, Andrej A. Rusu]
  • A. Paul Niculescu-Mizil
    Paul Niculescu-Mizil was a prominent Romanian communist politician and ideologue who held several high-ranking party and state positions during the Ceaușescu era.
  • B. Nicolae Pătrașcu
    Nicolae Pătrașcu was a late 16th–early 17th century Wallachian prince, best known as the son and brief successor of Michael the Brave in the turbulent politics of the Romanian principalities.
  • C. Dan Pascu
    Dan Pascu is an astronomer known for his work in planetary science, including the discovery of Saturn’s moon Calypso.
  • D. Doina Precup
    Doina Precup is a Romanian-Canadian computer scientist and leading researcher in reinforcement learning, known for her work on temporal abstraction and her role as a professor at McGill University and a senior leader at DeepMind.
  • E. Sergiu Nicolaescu
    Sergiu Nicolaescu was a prominent Romanian film director, actor, and politician known for his historical epics and influential role in post-communist Romanian politics.
  • 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: Andrej A. Rusu
Triple: [Yuval Tassa, coAuthorWith, Andrej A. Rusu]
Generated description
Andrej A. Rusu is a machine learning researcher known for his work in deep reinforcement learning and continual learning, including contributions at DeepMind.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrej A. Rusu
Target entity description: Andrej A. Rusu is a machine learning researcher known for his work in deep reinforcement learning and continual learning, including contributions at DeepMind.
  • A. Paul Niculescu-Mizil
    Paul Niculescu-Mizil was a prominent Romanian communist politician and ideologue who held several high-ranking party and state positions during the Ceaușescu era.
  • B. Nicolae Pătrașcu
    Nicolae Pătrașcu was a late 16th–early 17th century Wallachian prince, best known as the son and brief successor of Michael the Brave in the turbulent politics of the Romanian principalities.
  • C. Dan Pascu
    Dan Pascu is an astronomer known for his work in planetary science, including the discovery of Saturn’s moon Calypso.
  • D. Doina Precup
    Doina Precup is a Romanian-Canadian computer scientist and leading researcher in reinforcement learning, known for her work on temporal abstraction and her role as a professor at McGill University and a senior leader at DeepMind.
  • E. Sergiu Nicolaescu
    Sergiu Nicolaescu was a prominent Romanian film director, actor, and politician known for his historical epics and influential role in post-communist Romanian politics.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4715485d88190b9b6f347ff85d7c7 completed April 19, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0223347be881908f3c227ca7240e61 completed May 11, 2026, 6:43 p.m.
NEDg Description generation batch_6a0225e434288190b4d2e64c638618ad completed May 11, 2026, 6:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0226bb01d881909d8bf1a0291ff14e completed May 11, 2026, 6:58 p.m.
Created at: April 10, 2026, 10:04 a.m.