Triple

T21592177
Position Surface form Disambiguated ID Type / Status
Subject Koskinen E532807 entity
Predicate hasNotableBearer P458 FINISHED
Object Pekka Koskinen
Pekka Koskinen is a Finnish entrepreneur and software developer best known as the founder of several SaaS companies, including Leadfeeder and Snoobi.
E1500681 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: Pekka Koskinen | Statement: [Koskinen, hasNotableBearer, Pekka Koskinen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pekka Koskinen
Context triple: [Koskinen, hasNotableBearer, Pekka Koskinen]
  • A. Janne Koskinen
    Janne Koskinen is a Finnish professional ice hockey defenceman known for playing in European leagues.
  • B. Mikko Koskinen
    Mikko Koskinen is a Finnish professional ice hockey goaltender best known for his time in the NHL with the Edmonton Oilers and in the KHL with SKA Saint Petersburg.
  • C. Juha Koskinen
    Juha Koskinen is a Finnish individual notable enough to be recognized as a prominent bearer of the surname Koskinen.
  • D. Lasse Kukkonen
    Lasse Kukkonen is a Finnish former professional ice hockey defenceman known for his international play with Finland’s national team and his career in European leagues and the NHL.
  • E. Emil Tuomioja
    Emil Tuomioja was a Finnish politician and civil servant, known as the father of diplomat and statesman Sakari Tuomioja.
  • 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: Pekka Koskinen
Triple: [Koskinen, hasNotableBearer, Pekka Koskinen]
Generated description
Pekka Koskinen is a Finnish entrepreneur and software developer best known as the founder of several SaaS companies, including Leadfeeder and Snoobi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pekka Koskinen
Target entity description: Pekka Koskinen is a Finnish entrepreneur and software developer best known as the founder of several SaaS companies, including Leadfeeder and Snoobi.
  • A. Janne Koskinen
    Janne Koskinen is a Finnish professional ice hockey defenceman known for playing in European leagues.
  • B. Mikko Koskinen
    Mikko Koskinen is a Finnish professional ice hockey goaltender best known for his time in the NHL with the Edmonton Oilers and in the KHL with SKA Saint Petersburg.
  • C. Juha Koskinen
    Juha Koskinen is a Finnish individual notable enough to be recognized as a prominent bearer of the surname Koskinen.
  • D. Lasse Kukkonen
    Lasse Kukkonen is a Finnish former professional ice hockey defenceman known for his international play with Finland’s national team and his career in European leagues and the NHL.
  • E. Emil Tuomioja
    Emil Tuomioja was a Finnish politician and civil servant, known as the father of diplomat and statesman Sakari Tuomioja.
  • 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_69e0c46251648190876f0427cf2d321b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eefadeb56c8190bce79efadf3c644d completed April 27, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a365fe33c819096614a37427a1fd7 completed May 17, 2026, 9:42 p.m.
NEDg Description generation batch_6a0a3728a37c8190b9c7a296816709bd completed May 17, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37f8c09c8190a92f78909cfbc6e7 completed May 17, 2026, 9:49 p.m.
Created at: April 16, 2026, 6:32 p.m.