Triple
T4912502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oksana Markarova |
E110265
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Markarova
Markarova is a Ukrainian surname most notably borne by Oksana Markarova, Ukraine’s former finance minister and current ambassador to the United States.
|
E479137
|
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: Markarova | Statement: [Oksana Markarova, familyName, Markarova]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Markarova Context triple: [Oksana Markarova, familyName, Markarova]
-
A.
Arapova
Arapova is a Russian-language surname historically borne by various individuals of Slavic origin.
-
B.
Marfa Sobakina
Marfa Sobakina was the third wife of Russian Tsar Ivan IV (Ivan the Terrible), briefly serving as Tsaritsa of Russia before dying under mysterious circumstances shortly after their marriage.
-
C.
Ulyanova
Ulyanova is a Russian surname most notably borne by the family of Vladimir Lenin, including his sister Maria Ulyanova.
-
D.
Volkova
Volkova is a Russian surname commonly borne by individuals of Slavic origin, including notable figures in politics, arts, and sciences.
-
E.
Miloslavskaya
Miloslavskaya is a Russian surname historically associated with the noble family of Maria Miloslavskaya, the first wife of Tsar Alexei I of Russia.
- 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: Markarova Triple: [Oksana Markarova, familyName, Markarova]
Generated description
Markarova is a Ukrainian surname most notably borne by Oksana Markarova, Ukraine’s former finance minister and current ambassador to the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Markarova Target entity description: Markarova is a Ukrainian surname most notably borne by Oksana Markarova, Ukraine’s former finance minister and current ambassador to the United States.
-
A.
Arapova
Arapova is a Russian-language surname historically borne by various individuals of Slavic origin.
-
B.
Marfa Sobakina
Marfa Sobakina was the third wife of Russian Tsar Ivan IV (Ivan the Terrible), briefly serving as Tsaritsa of Russia before dying under mysterious circumstances shortly after their marriage.
-
C.
Ulyanova
Ulyanova is a Russian surname most notably borne by the family of Vladimir Lenin, including his sister Maria Ulyanova.
-
D.
Volkova
Volkova is a Russian surname commonly borne by individuals of Slavic origin, including notable figures in politics, arts, and sciences.
-
E.
Miloslavskaya
Miloslavskaya is a Russian surname historically associated with the noble family of Maria Miloslavskaya, the first wife of Tsar Alexei I of Russia.
- 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_69bd44132b94819088522d92beaadc78 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e9c32148190a940a3733ecd1898 |
completed | March 20, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fe7a0f48190b666202a97b32c7d |
completed | March 21, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_69be70b15c508190bcd723862b8e9633 |
completed | March 21, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7139a288819087598a7da8c6ad42 |
completed | March 21, 2026, 10:21 a.m. |
Created at: March 20, 2026, 1:29 p.m.