Triple

T9006380
Position Surface form Disambiguated ID Type / Status
Subject Centre Party of Finland E215152 entity
Predicate hasPrimeMinister P8665 FINISHED
Object Esko Aho
Esko Aho is a Finnish politician who served as Prime Minister in the early 1990s and later became known for his roles in business and academia.
 E800458 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: Esko Aho | Statement: [Centre Party of Finland, hasPrimeMinister, Esko Aho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Esko Aho
Context triple: [Centre Party of Finland, hasPrimeMinister, Esko Aho]
  • A. Kalevi Aho
    Kalevi Aho is a Finnish contemporary composer renowned for his expansive symphonic output, concertos, and works often inspired by Finnish literature and mythology.
  • B. Jukka Keskitalo
    Jukka Keskitalo is a Finnish Lutheran bishop and church leader who serves as the head of the Diocese of Oulu in the Evangelical Lutheran Church of Finland.
  • C. Kalevi Sorsa
    Kalevi Sorsa was a prominent Finnish Social Democratic politician who served multiple terms as Prime Minister of Finland and was a central figure in the country’s postwar political life.
  • D. Hannu Heikkinen
    Hannu Heikkinen is a structural engineer known for his work on the design and construction of Toronto City Hall.
  • E. Heikki Mannila
    Heikki Mannila is a Finnish computer scientist known for his influential research in data mining and machine learning, including foundational work on pattern discovery and exploratory data analysis.
  • 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: Esko Aho
Triple: [Centre Party of Finland, hasPrimeMinister, Esko Aho]
Generated description
Esko Aho is a Finnish politician who served as Prime Minister in the early 1990s and later became known for his roles in business and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Esko Aho
Target entity description: Esko Aho is a Finnish politician who served as Prime Minister in the early 1990s and later became known for his roles in business and academia.
  • A. Kalevi Aho
    Kalevi Aho is a Finnish contemporary composer renowned for his expansive symphonic output, concertos, and works often inspired by Finnish literature and mythology.
  • B. Jukka Keskitalo
    Jukka Keskitalo is a Finnish Lutheran bishop and church leader who serves as the head of the Diocese of Oulu in the Evangelical Lutheran Church of Finland.
  • C. Kalevi Sorsa
    Kalevi Sorsa was a prominent Finnish Social Democratic politician who served multiple terms as Prime Minister of Finland and was a central figure in the country’s postwar political life.
  • D. Hannu Heikkinen
    Hannu Heikkinen is a structural engineer known for his work on the design and construction of Toronto City Hall.
  • E. Heikki Mannila
    Heikki Mannila is a Finnish computer scientist known for his influential research in data mining and machine learning, including foundational work on pattern discovery and exploratory data analysis.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bc6e208190b0c01e3761c04799 completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69d121dce22881909484977629cc8a54 completed April 4, 2026, 2:36 p.m.
NEDg Description generation batch_69d1233a63d481908e322b7e86b5d124 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123d32c808190985da2639d2120f7 completed April 4, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:05 p.m.