Triple

T2373692
Position Surface form Disambiguated ID Type / Status
Subject Quoc V. Le E46144 entity
Predicate coAuthorWith P398 FINISHED
Object Lukasz Kaiser
Łukasz Kaiser is a computer scientist known for his influential work in deep learning and sequence modeling, including co-authoring the Transformer architecture.
 E260054 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: Lukasz Kaiser | Statement: [Quoc V. Le, coAuthorWith, Lukasz Kaiser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lukasz Kaiser
Context triple: [Quoc V. Le, coAuthorWith, Lukasz Kaiser]
  • A. Marcin Zukowski
    Marcin Zukowski is a Polish computer scientist and entrepreneur best known as a co-founder of the cloud data warehousing company Snowflake.
  • B. Tomasz Arciszewski
    Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
  • C. Maciej Berbeka
    Maciej Berbeka was a renowned Polish high-altitude mountaineer and Himalayan climber noted for pioneering difficult winter ascents.
  • D. Albin Schelbert
    Albin Schelbert is a mountaineer known for being part of the team that made the first successful ascent of Dhaulagiri, one of the world’s highest peaks.
  • E. Niklas Frank
    Niklas Frank is a German journalist and author known for his critical writings about his father, Nazi governor-general Hans Frank, and the legacy of the Third Reich.
  • 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: Lukasz Kaiser
Triple: [Quoc V. Le, coAuthorWith, Lukasz Kaiser]
Generated description
Łukasz Kaiser is a computer scientist known for his influential work in deep learning and sequence modeling, including co-authoring the Transformer architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lukasz Kaiser
Target entity description: Łukasz Kaiser is a computer scientist known for his influential work in deep learning and sequence modeling, including co-authoring the Transformer architecture.
  • A. Marcin Zukowski
    Marcin Zukowski is a Polish computer scientist and entrepreneur best known as a co-founder of the cloud data warehousing company Snowflake.
  • B. Tomasz Arciszewski
    Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
  • C. Maciej Berbeka
    Maciej Berbeka was a renowned Polish high-altitude mountaineer and Himalayan climber noted for pioneering difficult winter ascents.
  • D. Albin Schelbert
    Albin Schelbert is a mountaineer known for being part of the team that made the first successful ascent of Dhaulagiri, one of the world’s highest peaks.
  • E. Niklas Frank
    Niklas Frank is a German journalist and author known for his critical writings about his father, Nazi governor-general Hans Frank, and the legacy of the Third Reich.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc791c4688190a4b8f0e540e84eb4 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a8c2b88190a18dbf35d745958f completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aea92cc66c81909a46b83200960fe2 completed March 9, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69aea9b8dff08190a09f0c965dfd6738 completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:56 p.m.