Triple
T11216021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 484 |
E265441
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Jukka Lehtosalo
Jukka Lehtosalo is a Finnish software engineer and core Python developer best known as the original author of the static type checker mypy and a key contributor to Python’s type hinting system.
|
E933064
|
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: Jukka Lehtosalo | Statement: [PEP 484, createdBy, Jukka Lehtosalo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jukka Lehtosalo Context triple: [PEP 484, createdBy, Jukka Lehtosalo]
-
A.
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.
-
B.
Jukka Jalonen
Jukka Jalonen is a highly successful Finnish ice hockey coach best known for leading Finland’s national team to multiple World Championship and Olympic medals.
-
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.
Sakari Tuomioja
Sakari Tuomioja was a Finnish politician and diplomat who served as Prime Minister of Finland in the 1950s and later as Governor of the Bank of Finland.
-
E.
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.
- 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: Jukka Lehtosalo Triple: [PEP 484, createdBy, Jukka Lehtosalo]
Generated description
Jukka Lehtosalo is a Finnish software engineer and core Python developer best known as the original author of the static type checker mypy and a key contributor to Python’s type hinting system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jukka Lehtosalo Target entity description: Jukka Lehtosalo is a Finnish software engineer and core Python developer best known as the original author of the static type checker mypy and a key contributor to Python’s type hinting system.
-
A.
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.
-
B.
Jukka Jalonen
Jukka Jalonen is a highly successful Finnish ice hockey coach best known for leading Finland’s national team to multiple World Championship and Olympic medals.
-
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.
Sakari Tuomioja
Sakari Tuomioja was a Finnish politician and diplomat who served as Prime Minister of Finland in the 1950s and later as Governor of the Bank of Finland.
-
E.
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.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8e8eef48190932a85784ce15c86 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e6e19c9c81909d114cf9bd0e2f84 |
completed | April 21, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69e6ec59994c8190b1de0bec84324fa1 |
completed | April 21, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f8ec88e88190bfa21c2d06d67bd8 |
completed | April 21, 2026, 4:11 a.m. |
Created at: April 8, 2026, 9:30 p.m.