Triple
T18065261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henri Toivonen |
E432278
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Toivonen
Toivonen is a Finnish surname most notably associated with the late rally driver Henri Toivonen and his motorsport family.
|
E1304569
|
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: Toivonen | Statement: [Henri Toivonen, familyName, Toivonen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toivonen Context triple: [Henri Toivonen, familyName, Toivonen]
-
A.
Toivakka
Toivakka is a small rural municipality in Central Finland known for its lakes, forests, and traditional Finnish countryside.
-
B.
Väinö
Väinö is a Finnish masculine given name historically borne by several notable figures in politics, arts, and sports in Finland.
-
C.
Vappu Tuomioja
Vappu Tuomioja was a Finnish politician and social activist known for her work in the Social Democratic movement and as the mother of diplomat and politician Erkki Tuomioja.
-
D.
Jarka Ruus
Jarka Ruus is a fantasy novel by Terry Brooks that begins the High Druid of Shannara subseries within the larger Shannara universe.
-
E.
Hannu Toivonen
Hannu Toivonen is a Finnish computer scientist known for his contributions to data mining, pattern discovery, and artificial intelligence research.
- 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: Toivonen Triple: [Henri Toivonen, familyName, Toivonen]
Generated description
Toivonen is a Finnish surname most notably associated with the late rally driver Henri Toivonen and his motorsport family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toivonen Target entity description: Toivonen is a Finnish surname most notably associated with the late rally driver Henri Toivonen and his motorsport family.
-
A.
Toivakka
Toivakka is a small rural municipality in Central Finland known for its lakes, forests, and traditional Finnish countryside.
-
B.
Väinö
Väinö is a Finnish masculine given name historically borne by several notable figures in politics, arts, and sports in Finland.
-
C.
Vappu Tuomioja
Vappu Tuomioja was a Finnish politician and social activist known for her work in the Social Democratic movement and as the mother of diplomat and politician Erkki Tuomioja.
-
D.
Jarka Ruus
Jarka Ruus is a fantasy novel by Terry Brooks that begins the High Druid of Shannara subseries within the larger Shannara universe.
-
E.
Hannu Toivonen
Hannu Toivonen is a Finnish computer scientist known for his contributions to data mining, pattern discovery, and artificial intelligence research.
- 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_69d8b9070cac81909fa9473fb1c3f1c7 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4cce81de88190bd94d4ccee3e180c |
completed | April 19, 2026, 12:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03566e299c8190aa4c746183a4736a |
completed | May 12, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_6a03597b2d3c81909425547a91b58fdd |
completed | May 12, 2026, 4:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0359d89b7c819088b202cd618014fd |
completed | May 12, 2026, 4:48 p.m. |
Created at: April 10, 2026, 10:26 a.m.