Triple

T1793168
Position Surface form Disambiguated ID Type / Status
Subject Atari deep Q-network E39543 entity
Predicate coAuthor P398 FINISHED
Object Daan Wierstra
Daan Wierstra is a machine learning researcher known for his contributions to deep reinforcement learning, including co-authoring the influential Atari deep Q-network work at DeepMind.
E200560 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: Daan Wierstra | Statement: [Atari deep Q-network, coAuthor, Daan Wierstra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daan Wierstra
Context triple: [Atari deep Q-network, coAuthor, Daan Wierstra]
  • A. Jelle Zijlstra
    Jelle Zijlstra was a Dutch economist and politician who served as Prime Minister of the Netherlands and later as president of the Dutch central bank.
  • B. Egbert van der Poel
    Egbert van der Poel was a 17th-century Dutch Golden Age painter known for his atmospheric depictions of fires, nocturnal scenes, and everyday life in and around Delft.
  • C. Roel van Velzen
    Roel van Velzen is a Dutch singer-songwriter, musician, and television personality best known as the frontman of the pop-rock band VanVelzen and as a coach on The Voice of Holland.
  • D. Maxime Verhagen
    Maxime Verhagen is a Dutch politician from the Christian Democratic Appeal (CDA) who has served in several high-ranking government roles, including as Deputy Prime Minister and Minister of Foreign Affairs.
  • E. Tim Kruithoff
    Tim Kruithoff is a German local politician who serves as the mayor of the city of Emden in Lower Saxony.
  • 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: Daan Wierstra
Triple: [Atari deep Q-network, coAuthor, Daan Wierstra]
Generated description
Daan Wierstra is a machine learning researcher known for his contributions to deep reinforcement learning, including co-authoring the influential Atari deep Q-network work at DeepMind.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daan Wierstra
Target entity description: Daan Wierstra is a machine learning researcher known for his contributions to deep reinforcement learning, including co-authoring the influential Atari deep Q-network work at DeepMind.
  • A. Jelle Zijlstra
    Jelle Zijlstra was a Dutch economist and politician who served as Prime Minister of the Netherlands and later as president of the Dutch central bank.
  • B. Egbert van der Poel
    Egbert van der Poel was a 17th-century Dutch Golden Age painter known for his atmospheric depictions of fires, nocturnal scenes, and everyday life in and around Delft.
  • C. Roel van Velzen
    Roel van Velzen is a Dutch singer-songwriter, musician, and television personality best known as the frontman of the pop-rock band VanVelzen and as a coach on The Voice of Holland.
  • D. Maxime Verhagen
    Maxime Verhagen is a Dutch politician from the Christian Democratic Appeal (CDA) who has served in several high-ranking government roles, including as Deputy Prime Minister and Minister of Foreign Affairs.
  • E. Tim Kruithoff
    Tim Kruithoff is a German local politician who serves as the mayor of the city of Emden in Lower Saxony.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa653b02448190bc475bc22187f5b0 completed March 6, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d26afc81909675064289d3a5b8 completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb69b142c81909dd8bd40e8e440ad completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8bac99081908cf126d42c609559 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.