Triple
T2078241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warsaw Pact invasion of Czechoslovakia |
E44977
|
entity |
| Predicate | commandedBy |
P1407
|
FINISHED |
| Object |
Ivan Yakubovsky
Ivan Yakubovsky was a Soviet military commander and Marshal of the Soviet Union who played a leading role in Warsaw Pact operations during the Cold War.
|
E513531
|
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: Ivan Yakubovsky | Statement: [Warsaw Pact invasion of Czechoslovakia, commandedBy, Ivan Yakubovsky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivan Yakubovsky Context triple: [Warsaw Pact invasion of Czechoslovakia, commandedBy, Ivan Yakubovsky]
-
A.
Ivan Susloparov
Ivan Susloparov was a Soviet general and military diplomat who represented the USSR at the signing of Germany’s unconditional surrender in World War II.
-
B.
Nikolai Kulikovsky
Nikolai Kulikovsky was a Russian military officer best known as the second husband of Grand Duchess Olga Alexandrovna, the youngest sister of Tsar Nicholas II.
-
C.
Nikolai Ivanov
Nikolai Ivanov was a Russian Imperial Army general who commanded major operations on the Eastern Front during World War I.
-
D.
Ivan Chistyakov
Ivan Chistyakov was a Soviet Red Army general who commanded several major formations on the Eastern Front during World War II.
-
E.
Mikhail Kovalyov
Mikhail Kovalyov was a Soviet military commander who played a leading role in the Red Army’s operations during the 1939 invasion of Poland, known as the September Campaign.
- 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: Ivan Yakubovsky Triple: [Warsaw Pact invasion of Czechoslovakia, commandedBy, Ivan Yakubovsky]
Generated description
Ivan Yakubovsky was a Soviet military commander and Marshal of the Soviet Union who played a leading role in Warsaw Pact operations during the Cold War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ivan Yakubovsky Target entity description: Ivan Yakubovsky was a Soviet military commander and Marshal of the Soviet Union who played a leading role in Warsaw Pact operations during the Cold War.
-
A.
Ivan Susloparov
Ivan Susloparov was a Soviet general and military diplomat who represented the USSR at the signing of Germany’s unconditional surrender in World War II.
-
B.
Nikolai Kulikovsky
Nikolai Kulikovsky was a Russian military officer best known as the second husband of Grand Duchess Olga Alexandrovna, the youngest sister of Tsar Nicholas II.
-
C.
Nikolai Ivanov
Nikolai Ivanov was a Russian Imperial Army general who commanded major operations on the Eastern Front during World War I.
-
D.
Ivan Chistyakov
Ivan Chistyakov was a Soviet Red Army general who commanded several major formations on the Eastern Front during World War II.
-
E.
Mikhail Kovalyov
Mikhail Kovalyov was a Soviet military commander who played a leading role in the Red Army’s operations during the 1939 invasion of Poland, known as the September Campaign.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba31eef8819081cf7f5334b59fe1 |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf219021d081909d814d0dbf564501 |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf22669b4081909a0126e0d8e69fd2 |
completed | March 21, 2026, 10:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf232ed3508190880aab032f8f0b34 |
completed | March 21, 2026, 11:01 p.m. |
Created at: March 4, 2026, 7:41 p.m.