Triple
T437942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soviet Southwestern Front |
E10050
|
entity |
| Predicate | notableEngagement |
P1700
|
FINISHED |
| Object |
Stalingrad strategic defensive operations (flank sector)
Stalingrad strategic defensive operations (flank sector) were Soviet military actions on the approaches and flanks of Stalingrad aimed at halting and containing the German advance during the early stages of the Battle of Stalingrad in World War II.
|
E62857
|
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: Stalingrad strategic defensive operations (flank sector) | Statement: [Soviet Southwestern Front, notableEngagement, Stalingrad strategic defensive operations (flank sector)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stalingrad strategic defensive operations (flank sector) Context triple: [Soviet Southwestern Front, notableEngagement, Stalingrad strategic defensive operations (flank sector)]
-
A.
Velikiye Luki offensive
The Velikiye Luki offensive was a major Soviet World War II operation in late 1942–early 1943 aimed at encircling and recapturing the strategically important city of Velikiye Luki from German forces.
-
B.
Soviet Stalingrad Front
The Soviet Stalingrad Front was a major Red Army operational formation responsible for defending and then counterattacking around Stalingrad during one of World War II’s most decisive battles.
-
C.
Stalingrad
Stalingrad, now known as Volgograd, is a major city in southwestern Russia on the Volga River, historically renowned as the site of one of World War II’s most pivotal and brutal battles.
-
D.
Soviet Steppe Front
The Soviet Steppe Front was a major Red Army operational formation in World War II that played a crucial role in the defensive and counteroffensive operations on the Eastern Front, particularly during and after the Battle of Kursk.
-
E.
Battle of Stalingrad
The Battle of Stalingrad was a pivotal and brutal Eastern Front confrontation between Nazi Germany and the Soviet Union, whose Soviet victory marked a major turning point in World War II.
- 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: Stalingrad strategic defensive operations (flank sector) Triple: [Soviet Southwestern Front, notableEngagement, Stalingrad strategic defensive operations (flank sector)]
Generated description
Stalingrad strategic defensive operations (flank sector) were Soviet military actions on the approaches and flanks of Stalingrad aimed at halting and containing the German advance during the early stages of the Battle of Stalingrad in World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stalingrad strategic defensive operations (flank sector) Target entity description: Stalingrad strategic defensive operations (flank sector) were Soviet military actions on the approaches and flanks of Stalingrad aimed at halting and containing the German advance during the early stages of the Battle of Stalingrad in World War II.
-
A.
Velikiye Luki offensive
The Velikiye Luki offensive was a major Soviet World War II operation in late 1942–early 1943 aimed at encircling and recapturing the strategically important city of Velikiye Luki from German forces.
-
B.
Soviet Stalingrad Front
The Soviet Stalingrad Front was a major Red Army operational formation responsible for defending and then counterattacking around Stalingrad during one of World War II’s most decisive battles.
-
C.
Stalingrad
Stalingrad, now known as Volgograd, is a major city in southwestern Russia on the Volga River, historically renowned as the site of one of World War II’s most pivotal and brutal battles.
-
D.
Soviet Steppe Front
The Soviet Steppe Front was a major Red Army operational formation in World War II that played a crucial role in the defensive and counteroffensive operations on the Eastern Front, particularly during and after the Battle of Kursk.
-
E.
Battle of Stalingrad
The Battle of Stalingrad was a pivotal and brutal Eastern Front confrontation between Nazi Germany and the Soviet Union, whose Soviet victory marked a major turning point in World War II.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef26bb78819089b3b5dac0330619 |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48a7526fc8190b2aa91606319909b |
completed | March 1, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69a48c379e608190bd060e6fd838275f |
completed | March 1, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a48c8cd3c48190a10b0adf73e31fe1 |
completed | March 1, 2026, 6:59 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.