Triple

T12370084
Position Surface form Disambiguated ID Type / Status
Subject Progressive GAN E294977 entity
Predicate introducedBy P513 FINISHED
Object Jaakko Lehtinen
Jaakko Lehtinen is a computer graphics and machine learning researcher known for his influential work on generative models and neural rendering techniques.
 E994998 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: Jaakko Lehtinen | Statement: [Progressive GAN, introducedBy, Jaakko Lehtinen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jaakko Lehtinen
Context triple: [Progressive GAN, introducedBy, Jaakko Lehtinen]
  • A. Jussi Jääskeläinen
    Jussi Jääskeläinen is a Finnish former professional goalkeeper best known for his long and distinguished spell at Bolton Wanderers in the English Premier League.
  • B. Teemu Hartikainen
    Teemu Hartikainen is a Finnish professional ice hockey forward known for his strong play in the KHL and a brief stint in the NHL with the Edmonton Oilers.
  • C. Tapio Laukkanen
    Tapio Laukkanen is a Finnish former rally driver who competed in national and international events during the 1990s and early 2000s.
  • D. Jukka Jalonen
    Jukka Jalonen is a highly successful Finnish ice hockey coach best known for leading Finland’s national team to multiple World Championship and Olympic medals.
  • E. Tapio Pulkkanen
    Tapio Pulkkanen is a Finnish professional golfer known for competing on the European Tour.
  • 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: Jaakko Lehtinen
Triple: [Progressive GAN, introducedBy, Jaakko Lehtinen]
Generated description
Jaakko Lehtinen is a computer graphics and machine learning researcher known for his influential work on generative models and neural rendering techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jaakko Lehtinen
Target entity description: Jaakko Lehtinen is a computer graphics and machine learning researcher known for his influential work on generative models and neural rendering techniques.
  • A. Jussi Jääskeläinen
    Jussi Jääskeläinen is a Finnish former professional goalkeeper best known for his long and distinguished spell at Bolton Wanderers in the English Premier League.
  • B. Teemu Hartikainen
    Teemu Hartikainen is a Finnish professional ice hockey forward known for his strong play in the KHL and a brief stint in the NHL with the Edmonton Oilers.
  • C. Tapio Laukkanen
    Tapio Laukkanen is a Finnish former rally driver who competed in national and international events during the 1990s and early 2000s.
  • D. Jukka Jalonen
    Jukka Jalonen is a highly successful Finnish ice hockey coach best known for leading Finland’s national team to multiple World Championship and Olympic medals.
  • E. Tapio Pulkkanen
    Tapio Pulkkanen is a Finnish professional golfer known for competing on the European Tour.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa65a608190a1597a49751185a8 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66854281c8190bd8d21d501cddb89 completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f669527fe881909baeb84ccff506c8 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fbb9f88190b0f5cc5bb758d132 completed May 2, 2026, 9:17 p.m.
Created at: April 8, 2026, 9:54 p.m.