Triple

T17693594
Position Surface form Disambiguated ID Type / Status
Subject Matteo Hessel E441098 entity
Predicate coAuthorWith P398 FINISHED
Object Marc G. Bellemare
Marc G. Bellemare is a prominent researcher in reinforcement learning and artificial intelligence, known for influential work on deep RL algorithms and exploration methods.
 E1282267 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: Marc G. Bellemare | Statement: [Matteo Hessel, coAuthorWith, Marc G. Bellemare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marc G. Bellemare
Context triple: [Matteo Hessel, coAuthorWith, Marc G. Bellemare]
  • A. Nicolas Heess
    Nicolas Heess is a machine learning researcher known for his work in deep reinforcement learning, including contributions to algorithms such as Deep Deterministic Policy Gradient (DDPG).
  • B. Sergey Levine
    Sergey Levine is a prominent computer scientist and professor known for his influential research in deep reinforcement learning and robotics.
  • C. Olivier Douyère
    Olivier Douyère is a French screenwriter best known for co-writing the thriller film "Tell No One," adapted from Harlan Coben’s novel.
  • D. Pascal Vincent
    Pascal Vincent is a Canadian professional ice hockey coach known for serving as head coach of the NHL’s Columbus Blue Jackets and for his extensive coaching career in junior and professional hockey.
  • E. David Silver
    David Silver is a central character on the teen drama series "Beverly Hills, 90210," known for his evolution from an awkward outsider to a popular DJ and radio host.
  • 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: Marc G. Bellemare
Triple: [Matteo Hessel, coAuthorWith, Marc G. Bellemare]
Generated description
Marc G. Bellemare is a prominent researcher in reinforcement learning and artificial intelligence, known for influential work on deep RL algorithms and exploration methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marc G. Bellemare
Target entity description: Marc G. Bellemare is a prominent researcher in reinforcement learning and artificial intelligence, known for influential work on deep RL algorithms and exploration methods.
  • A. Nicolas Heess
    Nicolas Heess is a machine learning researcher known for his work in deep reinforcement learning, including contributions to algorithms such as Deep Deterministic Policy Gradient (DDPG).
  • B. Sergey Levine
    Sergey Levine is a prominent computer scientist and professor known for his influential research in deep reinforcement learning and robotics.
  • C. Olivier Douyère
    Olivier Douyère is a French screenwriter best known for co-writing the thriller film "Tell No One," adapted from Harlan Coben’s novel.
  • D. Pascal Vincent
    Pascal Vincent is a Canadian professional ice hockey coach known for serving as head coach of the NHL’s Columbus Blue Jackets and for his extensive coaching career in junior and professional hockey.
  • E. David Silver
    David Silver is a central character on the teen drama series "Beverly Hills, 90210," known for his evolution from an awkward outsider to a popular DJ and radio host.
  • 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.