Triple

T4470527
Position Surface form Disambiguated ID Type / Status
Subject Hindsight Experience Replay E98482 entity
Predicate proposedBy P32 FINISHED
Object Peter Welinder
Peter Welinder is a computer scientist and entrepreneur known for his contributions to deep reinforcement learning and for co-authoring the Hindsight Experience Replay technique.
 E444208 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: Peter Welinder | Statement: [Hindsight Experience Replay, proposedBy, Peter Welinder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Welinder
Context triple: [Hindsight Experience Replay, proposedBy, Peter Welinder]
  • A. Peter Noorwits
    Peter Noorwits was a Dutch architect known for his work on prominent ecclesiastical buildings in the Netherlands, including the Nieuwe Kerk in The Hague.
  • B. Christian Huitema
    Christian Huitema is a French computer scientist and Internet pioneer known for his influential work on networking protocols and IPv6 transition technologies.
  • C. Peter Roeck
    Peter Roeck is a film editor known for his work on the movie "The Take."
  • D. Jan D'Alquen
    Jan D'Alquen is a cinematographer best known for his work on the classic coming-of-age film "American Graffiti."
  • E. Jean van Duren
    Jean van Duren was an 18th-century publisher known for issuing the political treatise "Anti-Machiavel," often associated with Frederick the Great.
  • 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: Peter Welinder
Triple: [Hindsight Experience Replay, proposedBy, Peter Welinder]
Generated description
Peter Welinder is a computer scientist and entrepreneur known for his contributions to deep reinforcement learning and for co-authoring the Hindsight Experience Replay technique.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Welinder
Target entity description: Peter Welinder is a computer scientist and entrepreneur known for his contributions to deep reinforcement learning and for co-authoring the Hindsight Experience Replay technique.
  • A. Peter Noorwits
    Peter Noorwits was a Dutch architect known for his work on prominent ecclesiastical buildings in the Netherlands, including the Nieuwe Kerk in The Hague.
  • B. Christian Huitema
    Christian Huitema is a French computer scientist and Internet pioneer known for his influential work on networking protocols and IPv6 transition technologies.
  • C. Peter Roeck
    Peter Roeck is a film editor known for his work on the movie "The Take."
  • D. Jan D'Alquen
    Jan D'Alquen is a cinematographer best known for his work on the classic coming-of-age film "American Graffiti."
  • E. Jean van Duren
    Jean van Duren was an 18th-century publisher known for issuing the political treatise "Anti-Machiavel," often associated with Frederick the Great.
  • 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_69b6513446f08190b4ab18dffda9060a completed March 15, 2026, 6:27 a.m.
NEDg Description generation batch_69b651e8a92881909a835e5cad3d8cb9 completed March 15, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69b65259ccec8190a178e2d9930da0a8 completed March 15, 2026, 6:31 a.m.
Created at: March 12, 2026, 11:34 p.m.