Triple
T10915715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 636 |
E257816
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Ivan Levkivskyi |
E255289
|
NE FINISHED |
How this triple was built (2 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: Ivan Levkivskyi | Statement: [PEP 636, author, Ivan Levkivskyi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivan Levkivskyi Context triple: [PEP 636, author, Ivan Levkivskyi]
-
A.
Ivan Levkivskyi
chosen
Ivan Levkivskyi is a Python core developer and type system expert known for his contributions to the language’s typing features and pattern matching design.
-
B.
Pavlo Khrystiuk
Pavlo Khrystiuk was a Ukrainian political figure and publicist active during the revolutionary period, known for his involvement in the struggle for Ukrainian statehood in the early 20th century.
-
C.
Dmytro Klyachkivsky
Dmytro Klyachkivsky was a leading Ukrainian nationalist military figure and one of the principal organizers of the Ukrainian Insurgent Army’s armed struggle during World War II.
-
D.
Oleksandr Lutskyi
Oleksandr Lutskyi was a prominent Ukrainian nationalist military leader who played a key command role within the Ukrainian Insurgent Army (UPA) during its struggle for Ukrainian independence in the mid-20th century.
-
E.
Andriy Livytskyi
Andriy Livytskyi was a Ukrainian statesman and politician who served as a leading figure in the government of the Ukrainian People's Republic in exile.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77074c77c8190af91369eee11f1b7 |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e34455ea4c8190b6f2433f3f745b76 |
completed | April 18, 2026, 8:44 a.m. |
Created at: April 8, 2026, 9:22 p.m.