Triple

T4586027
Position Surface form Disambiguated ID Type / Status
Subject Double DQN E101969 entity
Predicate introducedBy P513 FINISHED
Object Arthur Guez
Arthur Guez is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Double DQN algorithm.
 E455377 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: Arthur Guez | Statement: [Double DQN, introducedBy, Arthur Guez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Guez
Context triple: [Double DQN, introducedBy, Arthur Guez]
  • A. Robert Fisher
    Robert Fisher is an artist and designer best known for creating the iconic cover art for Nirvana’s album "In Utero."
  • B. Robert Fisher Jr.
    Robert Fisher Jr. is a film editor best known for his work on the acclaimed animated feature "Spider-Man: Into the Spider-Verse."
  • C. Robert Fisher Jr.
    Robert Fisher Jr. is a cinematographer best known for his work on the acclaimed animated film "Spider-Man: Into the Spider-Verse."
  • D. Arthur Schoenfeld
    Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
  • E. Frank Torre
    Frank Torre was an American Major League Baseball first baseman, best known for his years with the Milwaukee Braves and as the older brother of Hall of Fame manager Joe Torre.
  • 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: Arthur Guez
Triple: [Double DQN, introducedBy, Arthur Guez]
Generated description
Arthur Guez is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Double DQN algorithm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Guez
Target entity description: Arthur Guez is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Double DQN algorithm.
  • A. Robert Fisher
    Robert Fisher is an artist and designer best known for creating the iconic cover art for Nirvana’s album "In Utero."
  • B. Robert Fisher Jr.
    Robert Fisher Jr. is a cinematographer best known for his work on the acclaimed animated film "Spider-Man: Into the Spider-Verse."
  • C. Robert Fisher Jr.
    Robert Fisher Jr. is a film editor best known for his work on the acclaimed animated feature "Spider-Man: Into the Spider-Verse."
  • D. Arthur Schoenfeld
    Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
  • E. Frank Torre
    Frank Torre was an American Major League Baseball first baseman, best known for his years with the Milwaukee Braves and as the older brother of Hall of Fame manager Joe Torre.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5906a43c81908fb11bf8f94be122 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0aa114881909fe446bf86c675e7 completed March 21, 2026, 12:04 a.m.
NEDg Description generation batch_69bde14843148190a0b5fa0ad1d805d9 completed March 21, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69bde1b2efb48190a5ab83fa6c257df2 completed March 21, 2026, 12:09 a.m.
Created at: March 20, 2026, 1:10 p.m.