Triple

T14413403
Position Surface form Disambiguated ID Type / Status
Subject Born American E357386 entity
Predicate musicBy P1952 FINISHED
Object Pauli Hanhiniemi
Pauli Hanhiniemi is a Finnish singer-songwriter and musician best known as the frontman of the rock band Kolmas Nainen and for his influential role in Finnish popular music.
E1105555 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: Pauli Hanhiniemi | Statement: [Born American, musicBy, Pauli Hanhiniemi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pauli Hanhiniemi
Context triple: [Born American, musicBy, Pauli Hanhiniemi]
  • A. Ahti Heinla
    Ahti Heinla is an Estonian computer programmer and entrepreneur best known as a co-founder of Skype and the robotics company Starship Technologies.
  • B. Petri Kontiola
    Petri Kontiola is a Finnish professional ice hockey forward known for his prolific scoring and key role on the Finnish national team and in top European leagues.
  • C. Ahti Karjalainen
    Ahti Karjalainen was a prominent Finnish politician and economist who served multiple terms as Finland’s prime minister and held several key ministerial posts during the mid-20th century.
  • D. Raili Pietilä
    Raili Pietilä was a prominent Finnish architect known for her innovative and organic modernist designs, often created in collaboration with her husband Reima Pietilä.
  • E. Ahti Sonninen
    Ahti Sonninen was a Finnish composer and music educator known for his choral works and contributions to 20th-century Finnish classical music.
  • 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: Pauli Hanhiniemi
Triple: [Born American, musicBy, Pauli Hanhiniemi]
Generated description
Pauli Hanhiniemi is a Finnish singer-songwriter and musician best known as the frontman of the rock band Kolmas Nainen and for his influential role in Finnish popular music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pauli Hanhiniemi
Target entity description: Pauli Hanhiniemi is a Finnish singer-songwriter and musician best known as the frontman of the rock band Kolmas Nainen and for his influential role in Finnish popular music.
  • A. Ahti Heinla
    Ahti Heinla is an Estonian computer programmer and entrepreneur best known as a co-founder of Skype and the robotics company Starship Technologies.
  • B. Petri Kontiola
    Petri Kontiola is a Finnish professional ice hockey forward known for his prolific scoring and key role on the Finnish national team and in top European leagues.
  • C. Ahti Karjalainen
    Ahti Karjalainen was a prominent Finnish politician and economist who served multiple terms as Finland’s prime minister and held several key ministerial posts during the mid-20th century.
  • D. Raili Pietilä
    Raili Pietilä was a prominent Finnish architect known for her innovative and organic modernist designs, often created in collaboration with her husband Reima Pietilä.
  • E. Ahti Sonninen
    Ahti Sonninen was a Finnish composer and music educator known for his choral works and contributions to 20th-century Finnish classical music.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8aa705e08190bff1ab4125bd773f completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b5929c08190ae4596a23857ed06 completed May 8, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd8beb5d608190b4825ccb0935f041 completed May 8, 2026, 7:08 a.m.
Created at: April 10, 2026, 1:17 a.m.