Triple

T13526016
Position Surface form Disambiguated ID Type / Status
Subject Toyota works drivers E323017 entity
Predicate notableMember P10 FINISHED
Object Juho Hänninen
Juho Hänninen is a Finnish rally driver best known for competing at the top level of the World Rally Championship, including stints with the factory Toyota team.
 E1044615 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: Juho Hänninen | Statement: [Toyota works drivers, notableMember, Juho Hänninen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Juho Hänninen
Context triple: [Toyota works drivers, notableMember, Juho Hänninen]
  • A. Jaakko Lehtinen
    Jaakko Lehtinen is a computer graphics and machine learning researcher known for his influential work on generative models and neural rendering techniques.
  • B. Tapio Hovinen
    Tapio Hovinen is a Finnish individual whose given name is Tapio.
  • C. Juho Rissanen
    Juho Rissanen was a Finnish painter known for his depictions of everyday working-class life and his role in early 20th-century Finnish art.
  • D. Ali Aaltonen
    Ali Aaltonen was a Finnish military officer who played a notable leadership role on the Red side during the Finnish Civil War.
  • E. Jussi Pakkanen
    Jussi Pakkanen is a Finnish software developer best known as the original author of the Meson build system.
  • 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: Juho Hänninen
Triple: [Toyota works drivers, notableMember, Juho Hänninen]
Generated description
Juho Hänninen is a Finnish rally driver best known for competing at the top level of the World Rally Championship, including stints with the factory Toyota team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Juho Hänninen
Target entity description: Juho Hänninen is a Finnish rally driver best known for competing at the top level of the World Rally Championship, including stints with the factory Toyota team.
  • A. Jaakko Lehtinen
    Jaakko Lehtinen is a computer graphics and machine learning researcher known for his influential work on generative models and neural rendering techniques.
  • B. Tapio Hovinen
    Tapio Hovinen is a Finnish individual whose given name is Tapio.
  • C. Juho Rissanen
    Juho Rissanen was a Finnish painter known for his depictions of everyday working-class life and his role in early 20th-century Finnish art.
  • D. Ali Aaltonen
    Ali Aaltonen was a Finnish military officer who played a notable leadership role on the Red side during the Finnish Civil War.
  • E. Jussi Pakkanen
    Jussi Pakkanen is a Finnish software developer best known as the original author of the Meson build system.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafa6ad60819087824e4ac83934ed completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549dda6481908e9305690488b1af completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 9:44 p.m.