Triple

T17693590
Position Surface form Disambiguated ID Type / Status
Subject Matteo Hessel E441098 entity
Predicate coAuthorWith P398 FINISHED
Object Hado van Hasselt
Hado van Hasselt is a researcher in artificial intelligence and reinforcement learning, known for his work on deep reinforcement learning algorithms and value-based methods.
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: [Matteo Hessel, coAuthorWith, Hado van Hasselt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hado van Hasselt
Context triple: [Matteo Hessel, coAuthorWith, Hado van Hasselt]
  • A. 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.
  • B. 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.
  • C. An D’Huys
    An D’Huys is a costume designer known for her work on the stage adaptation of "All About Eve" and other prominent theatre and film productions.
  • D. Jan Kempdorp
    Jan Kempdorp is a small agricultural and service town in South Africa’s Northern Cape province.
  • E. Theo Heemskerk
    Theo Heemskerk was a Dutch politician who served as Prime Minister of the Netherlands in the early 20th century.
  • 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: [Matteo Hessel, coAuthorWith, Hado van Hasselt]
Generated description
Hado van Hasselt is a researcher in artificial intelligence and reinforcement learning, known for his work on deep reinforcement learning algorithms and value-based methods.
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 artificial intelligence and reinforcement learning, known for his work on deep reinforcement learning algorithms and value-based methods.
  • A. Hado van Hasselt chosen
    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.
  • B. 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.
  • C. An D’Huys
    An D’Huys is a costume designer known for her work on the stage adaptation of "All About Eve" and other prominent theatre and film productions.
  • D. Jan Kempdorp
    Jan Kempdorp is a small agricultural and service town in South Africa’s Northern Cape province.
  • E. Theo Heemskerk
    Theo Heemskerk was a Dutch politician who served as Prime Minister of the Netherlands in the early 20th century.
  • F. None of above.

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_6a0306e5b0048190b7e3646c0b4ebef1 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a03076d2df88190b7165515d1471ee9 completed May 12, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0307f6b8e0819090c2a600477cbb5b completed May 12, 2026, 10:59 a.m.
Created at: April 10, 2026, 10:04 a.m.