Triple

T437939
Position Surface form Disambiguated ID Type / Status
Subject Soviet Southwestern Front E10050 entity
Predicate notableEngagement P1700 FINISHED
Object Barvenkovo–Lozovaya offensive
The Barvenkovo–Lozovaya offensive was a World War II Red Army operation in early 1942 aimed at expanding the Izium salient in eastern Ukraine, which ultimately set the stage for the later encirclement at the Second Battle of Kharkov.
E64149 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: Barvenkovo–Lozovaya offensive | Statement: [Soviet Southwestern Front, notableEngagement, Barvenkovo–Lozovaya offensive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barvenkovo–Lozovaya offensive
Context triple: [Soviet Southwestern Front, notableEngagement, Barvenkovo–Lozovaya offensive]
  • A. Voronezh–Kastornoye offensive
    The Voronezh–Kastornoye offensive was a Red Army operation in early 1943 that helped drive German forces back from the Voronezh area as part of the broader Soviet winter counteroffensive on the Eastern Front in World War II.
  • B. Ostrogozhsk–Rossosh offensive
    The Ostrogozhsk–Rossosh offensive was a major Soviet World War II operation in January 1943 that shattered Axis forces on the middle Don River, contributing to the collapse of the Italian, Hungarian, and German positions on the Eastern Front.
  • C. 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.
  • D. Soviet Belgorod–Kharkov offensive operation
    The Soviet Belgorod–Kharkov offensive operation was a major Red Army campaign in August 1943 that exploited the victory at Kursk to liberate Belgorod and Kharkov, driving German forces back in southern Russia during World War II.
  • E. Lvov–Sandomierz Offensive
    The Lvov–Sandomierz Offensive was a major 1944 Red Army campaign on the Eastern Front in World War II that crushed German forces in western Ukraine and southern Poland, opening the way toward central Europe.
  • 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: Barvenkovo–Lozovaya offensive
Triple: [Soviet Southwestern Front, notableEngagement, Barvenkovo–Lozovaya offensive]
Generated description
The Barvenkovo–Lozovaya offensive was a World War II Red Army operation in early 1942 aimed at expanding the Izium salient in eastern Ukraine, which ultimately set the stage for the later encirclement at the Second Battle of Kharkov.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barvenkovo–Lozovaya offensive
Target entity description: The Barvenkovo–Lozovaya offensive was a World War II Red Army operation in early 1942 aimed at expanding the Izium salient in eastern Ukraine, which ultimately set the stage for the later encirclement at the Second Battle of Kharkov.
  • A. Voronezh–Kastornoye offensive
    The Voronezh–Kastornoye offensive was a Red Army operation in early 1943 that helped drive German forces back from the Voronezh area as part of the broader Soviet winter counteroffensive on the Eastern Front in World War II.
  • B. Ostrogozhsk–Rossosh offensive
    The Ostrogozhsk–Rossosh offensive was a major Soviet World War II operation in January 1943 that shattered Axis forces on the middle Don River, contributing to the collapse of the Italian, Hungarian, and German positions on the Eastern Front.
  • C. 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.
  • D. Soviet Belgorod–Kharkov offensive operation
    The Soviet Belgorod–Kharkov offensive operation was a major Red Army campaign in August 1943 that exploited the victory at Kursk to liberate Belgorod and Kharkov, driving German forces back in southern Russia during World War II.
  • E. Lvov–Sandomierz Offensive
    The Lvov–Sandomierz Offensive was a major 1944 Red Army campaign on the Eastern Front in World War II that crushed German forces in western Ukraine and southern Poland, opening the way toward central Europe.
  • 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_69a4a1492574819095ccb7aa9ce838ad completed March 1, 2026, 8:27 p.m.
NEDg Description generation batch_69a4a26550348190a7cbfd9002274fc3 completed March 1, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_69a4a2b9c744819082dbadd54b0e2a65 completed March 1, 2026, 8:34 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.