Triple

T4470153
Position Surface form Disambiguated ID Type / Status
Subject Dueling DQN E98474 entity
Predicate introducedBy P513 FINISHED
Object Hado van Hasselt
Hado van Hasselt is a researcher in reinforcement learning best known for pioneering methods such as Double Q-learning and Dueling DQN that address overestimation bias and improve deep RL performance.
E441099 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: Hado van Hasselt | Statement: [Dueling DQN, introducedBy, Hado van Hasselt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hado van Hasselt
Context triple: [Dueling DQN, introducedBy, Hado van Hasselt]
  • A. Maarten ’t Hart
    Maarten ’t Hart is a Dutch writer and biologist known for his psychologically rich novels and essays, often drawing on his strict religious upbringing and love of classical music.
  • B. Hendrik van den Bergh
    Hendrik van den Bergh was a 17th-century Dutch-born nobleman and military commander who served the Spanish Habsburgs during the Eighty Years' War.
  • C. Dignom Cornelisdr de Haes
    Dignom Cornelisdr de Haes was a Dutch woman of the 17th century best known as the mother of the famed admiral Cornelis Tromp.
  • D. Yorick van Wageningen
    Yorick van Wageningen is a Dutch actor known internationally for his roles in films such as the 2011 adaptation of "The Girl with the Dragon Tattoo."
  • E. Goris van der Heyden
    Goris van der Heyden was a member of the Dutch van der Heyden family, known primarily as the son of the renowned 17th-century painter and inventor Jan van der Heyden.
  • 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: Hado van Hasselt
Triple: [Dueling DQN, introducedBy, Hado van Hasselt]
Generated description
Hado van Hasselt is a researcher in reinforcement learning best known for pioneering methods such as Double Q-learning and Dueling DQN that address overestimation bias and improve deep RL performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hado van Hasselt
Target entity description: Hado van Hasselt is a researcher in reinforcement learning best known for pioneering methods such as Double Q-learning and Dueling DQN that address overestimation bias and improve deep RL performance.
  • A. Maarten ’t Hart
    Maarten ’t Hart is a Dutch writer and biologist known for his psychologically rich novels and essays, often drawing on his strict religious upbringing and love of classical music.
  • B. Hendrik van den Bergh
    Hendrik van den Bergh was a 17th-century Dutch-born nobleman and military commander who served the Spanish Habsburgs during the Eighty Years' War.
  • C. Dignom Cornelisdr de Haes
    Dignom Cornelisdr de Haes was a Dutch woman of the 17th century best known as the mother of the famed admiral Cornelis Tromp.
  • D. Yorick van Wageningen
    Yorick van Wageningen is a Dutch actor known internationally for his roles in films such as the 2011 adaptation of "The Girl with the Dragon Tattoo."
  • E. Goris van der Heyden
    Goris van der Heyden was a member of the Dutch van der Heyden family, known primarily as the son of the renowned 17th-century painter and inventor Jan van der Heyden.
  • 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_69b3569cd03c8190927c596bedb45ac8 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.