Triple
T1721078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Serhiy Shefir |
E37390
|
entity |
| Predicate | businessPartner |
P282
|
FINISHED |
| Object | Andriy Yakovlev |
E40374
|
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: Andriy Yakovlev | Statement: [Serhiy Shefir, businessPartner, Andriy Yakovlev]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andriy Yakovlev Context triple: [Serhiy Shefir, businessPartner, Andriy Yakovlev]
-
A.
Andriy Yakovlev
chosen
Andriy Yakovlev is a Ukrainian television and film director and producer best known for his work with the comedy and entertainment production company Kvartal 95 Studio.
-
B.
Borys Shefir
Borys Shefir is a Ukrainian film and television producer and media manager, known for his leading role in the comedy and production company Kvartal 95 Studio.
-
C.
Mykhailo Fedorov
Mykhailo Fedorov is a Ukrainian politician and digital reformer known for leading the country’s ambitious e-government and digital transformation initiatives.
-
D.
Oleksandr Turchynov
Oleksandr Turchynov is a Ukrainian politician and former acting president who played a key role during the 2014 political transition following the Euromaidan protests.
-
E.
Stepan Petrichenko
Stepan Petrichenko was a Russian sailor and revolutionary who led the 1921 Kronstadt rebellion against the Bolshevik government.
- 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa63558d7c8190830cb8ee2e4a8932 |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1b354b08190a776126555880de5 |
completed | March 8, 2026, 7:44 p.m. |
Created at: March 4, 2026, 7:30 p.m.