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.