Triple

T316800
Position Surface form Disambiguated ID Type / Status
Subject Italian 8th Army E7724 entity
Predicate engagedIn P149 FINISHED
Object 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.
E40667 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: Ostrogozhsk–Rossosh offensive | Statement: [Italian 8th Army, engagedIn, Ostrogozhsk–Rossosh offensive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ostrogozhsk–Rossosh offensive
Context triple: [Italian 8th Army, engagedIn, Ostrogozhsk–Rossosh offensive]
  • A. 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.
  • B. East Pomeranian Offensive
    The East Pomeranian Offensive was a major 1945 Soviet military campaign that cleared German forces from Pomerania, securing the Red Army’s northern flank in preparation for the final assault on Berlin.
  • C. East Prussian Offensive
    The East Prussian Offensive was a major Soviet Red Army campaign in early 1945 that invaded and captured Germany’s East Prussia, contributing directly to the collapse of Nazi Germany in World War II.
  • D. 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.
  • E. Denikin offensive on Moscow
    The Denikin offensive on Moscow was a major 1919 White Army campaign led by General Anton Denikin that advanced toward Moscow before being decisively repelled by the Bolsheviks.
  • 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: Ostrogozhsk–Rossosh offensive
Triple: [Italian 8th Army, engagedIn, Ostrogozhsk–Rossosh offensive]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ostrogozhsk–Rossosh offensive
Target entity description: 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.
  • A. 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.
  • B. East Pomeranian Offensive
    The East Pomeranian Offensive was a major 1945 Soviet military campaign that cleared German forces from Pomerania, securing the Red Army’s northern flank in preparation for the final assault on Berlin.
  • C. East Prussian Offensive
    The East Prussian Offensive was a major Soviet Red Army campaign in early 1945 that invaded and captured Germany’s East Prussia, contributing directly to the collapse of Nazi Germany in World War II.
  • D. 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.
  • E. Denikin offensive on Moscow
    The Denikin offensive on Moscow was a major 1919 White Army campaign led by General Anton Denikin that advanced toward Moscow before being decisively repelled by the Bolsheviks.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea65ca7081908093e6aaaf2d34f7 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c41c00888190861d2b6d4bfc8904 completed March 1, 2026, 4:44 a.m.
NEDg Description generation batch_69a3c5cca244819082e9565558f23dbe completed March 1, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_69a3c64599ac81908e30e5452cc91b97 completed March 1, 2026, 4:53 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.