Triple

T4470525
Position Surface form Disambiguated ID Type / Status
Subject Hindsight Experience Replay E98482 entity
Predicate proposedBy P32 FINISHED
Object Jonas Schneider
Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
 E444493 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: Jonas Schneider | Statement: [Hindsight Experience Replay, proposedBy, Jonas Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jonas Schneider
Context triple: [Hindsight Experience Replay, proposedBy, Jonas Schneider]
  • A. Jens Schlosser
    Jens Schlosser is a cinematographer known for his work on the film "The Salvation."
  • B. Tobias Fünke
    Tobias Fünke is a socially awkward, aspiring actor and former analyst-therapist known for his oblivious behavior and unintentional double entendres in the television series "Arrested Development."
  • C. Christopher Scholz
    Christopher Scholz is a prominent geophysicist renowned for his influential work on the mechanics of earthquakes and faulting.
  • D. Maximilian Scheffler
    Maximilian Scheffler is a scientist known as a notable student and protégé of the German quantum chemist Joachim Sauer.
  • E. Sebastian Knapp
    Sebastian Knapp is an actor best known for his role in the 2013 television miniseries adaptation of the Bible.
  • 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: Jonas Schneider
Triple: [Hindsight Experience Replay, proposedBy, Jonas Schneider]
Generated description
Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jonas Schneider
Target entity description: Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
  • A. Jens Schlosser
    Jens Schlosser is a cinematographer known for his work on the film "The Salvation."
  • B. Tobias Fünke
    Tobias Fünke is a socially awkward, aspiring actor and former analyst-therapist known for his oblivious behavior and unintentional double entendres in the television series "Arrested Development."
  • C. Christopher Scholz
    Christopher Scholz is a prominent geophysicist renowned for his influential work on the mechanics of earthquakes and faulting.
  • D. Maximilian Scheffler
    Maximilian Scheffler is a scientist known as a notable student and protégé of the German quantum chemist Joachim Sauer.
  • E. Sebastian Knapp
    Sebastian Knapp is an actor best known for his role in the 2013 television miniseries adaptation of the Bible.
  • 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_69b356b6a1f48190a39f5411648c40ff completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b65f40a594819095f2b07e30b5e3dc completed March 15, 2026, 7:26 a.m.
NEDg Description generation batch_69b65fbe2ee4819093f70e1186a21d4a completed March 15, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69b660464a648190af471b4acda0ffee completed March 15, 2026, 7:31 a.m.
Created at: March 12, 2026, 11:34 p.m.