Triple

T21155365
Position Surface form Disambiguated ID Type / Status
Subject Marja-Liisa Hämäläinen E521298 entity
Predicate familyName P18 FINISHED
Object Hämäläinen
Hämäläinen is a Finnish surname most notably associated with Olympic and World Championship–winning cross-country skier Marja-Liisa Hämäläinen.
E1469676 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: Hämäläinen | Statement: [Marja-Liisa Hämäläinen, familyName, Hämäläinen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hämäläinen
Context triple: [Marja-Liisa Hämäläinen, familyName, Hämäläinen]
  • A. Väinämöinen
    Väinämöinen is a central hero and wise old sage of Finnish mythology and the national epic Kalevala, renowned as a powerful singer and magician.
  • B. Heino
    Heino is a German schlager singer known for his deep bass voice, trademark dark sunglasses, and popular folk and pop songs since the 1960s.
  • C. Heino
    Heino is a village in the Dutch province of Overijssel, known for its rural character and proximity to the city of Zwolle.
  • D. Juha
    Juha is a Finnish masculine given name commonly used in Finland and among Finnish speakers.
  • E. Väinö
    Väinö is a Finnish masculine given name historically borne by several notable figures in politics, arts, and sports in Finland.
  • 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: Hämäläinen
Triple: [Marja-Liisa Hämäläinen, familyName, Hämäläinen]
Generated description
Hämäläinen is a Finnish surname most notably associated with Olympic and World Championship–winning cross-country skier Marja-Liisa Hämäläinen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hämäläinen
Target entity description: Hämäläinen is a Finnish surname most notably associated with Olympic and World Championship–winning cross-country skier Marja-Liisa Hämäläinen.
  • A. Väinämöinen
    Väinämöinen is a central hero and wise old sage of Finnish mythology and the national epic Kalevala, renowned as a powerful singer and magician.
  • B. Heino
    Heino is a German schlager singer known for his deep bass voice, trademark dark sunglasses, and popular folk and pop songs since the 1960s.
  • C. Heino
    Heino is a village in the Dutch province of Overijssel, known for its rural character and proximity to the city of Zwolle.
  • D. Juha
    Juha is a Finnish masculine given name commonly used in Finland and among Finnish speakers.
  • E. Väinö
    Väinö is a Finnish masculine given name historically borne by several notable figures in politics, arts, and sports in Finland.
  • 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7252b40ac81908ab7e30c662a6c94 completed April 21, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dca1b28819087d3d6d118e7eaee completed May 17, 2026, 7:27 a.m.
NEDg Description generation batch_6a096e6cce748190ba618dfe86f7f6ce completed May 17, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_6a096f7706448190a1bb61535e0adcd3 completed May 17, 2026, 7:34 a.m.
Created at: April 16, 2026, 2:58 p.m.