Triple
T8237818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LVI Panzer Corps |
E192455
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object |
Demyansk operations
The Demyansk operations were a series of World War II Eastern Front battles around the Demyansk salient, notable for the prolonged German encirclement and air-supplied pocket against Soviet forces.
|
E720864
|
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: Demyansk operations | Statement: [LVI Panzer Corps, engagement, Demyansk operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demyansk operations Context triple: [LVI Panzer Corps, engagement, Demyansk operations]
-
A.
Kaluga offensive operation
The Kaluga offensive operation was a World War II Red Army campaign in late 1941 aimed at liberating the city of Kaluga and pushing German forces westward during the broader Soviet winter counteroffensive.
-
B.
Orel offensive operation
The Orel offensive operation, known as Operation Kutuzov, was a major Soviet counteroffensive in July–August 1943 that aimed to eliminate the German-held Orel salient following the Battle of Kursk during World War II.
-
C.
Tikhvin Defensive Operation
The Tikhvin Defensive Operation was a World War II Soviet military campaign in late 1941 aimed at halting the German advance east of Leningrad and securing vital supply routes to the besieged city.
-
D.
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.
-
E.
Samland Offensive
The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
- 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: Demyansk operations Triple: [LVI Panzer Corps, engagement, Demyansk operations]
Generated description
The Demyansk operations were a series of World War II Eastern Front battles around the Demyansk salient, notable for the prolonged German encirclement and air-supplied pocket against Soviet forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demyansk operations Target entity description: The Demyansk operations were a series of World War II Eastern Front battles around the Demyansk salient, notable for the prolonged German encirclement and air-supplied pocket against Soviet forces.
-
A.
Kaluga offensive operation
The Kaluga offensive operation was a World War II Red Army campaign in late 1941 aimed at liberating the city of Kaluga and pushing German forces westward during the broader Soviet winter counteroffensive.
-
B.
Orel offensive operation
The Orel offensive operation, known as Operation Kutuzov, was a major Soviet counteroffensive in July–August 1943 that aimed to eliminate the German-held Orel salient following the Battle of Kursk during World War II.
-
C.
Tikhvin Defensive Operation
The Tikhvin Defensive Operation was a World War II Soviet military campaign in late 1941 aimed at halting the German advance east of Leningrad and securing vital supply routes to the besieged city.
-
D.
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.
-
E.
Samland Offensive
The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
- 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_69ca82dc8f148190a2c75a98501a7b91 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb783929c081909db1182947755bae |
completed | March 31, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3504e6ac8190b4cb12c80a7e7fc0 |
completed | April 1, 2026, 3:08 p.m. |
| NEDg | Description generation | batch_69cd37a47f3c81909491e9b0316c32f0 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4ecc8d68819099932b1ecefc0d36 |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:47 p.m.