Triple

T1893673
Position Surface form Disambiguated ID Type / Status
Subject Southern Front E41928 entity
Predicate notableOperation P2336 FINISHED
Object Rostov offensive operations
The Rostov offensive operations were a series of Soviet Red Army offensives during World War II aimed at recapturing the strategic city of Rostov-on-Don from German forces on the Eastern Front.
E249445 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: Rostov offensive operations | Statement: [Southern Front, notableOperation, Rostov offensive operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rostov offensive operations
Context triple: [Southern Front, notableOperation, Rostov offensive operations]
  • A. Rostov defensive operations
    The Rostov defensive operations were a series of World War II battles in 1941 in which Soviet forces attempted to halt and repel the advancing German Army near the city of Rostov-on-Don on the Eastern Front.
  • B. 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.
  • 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. 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.
  • E. Rzhev–Vyazma strategic operations
    The Rzhev–Vyazma strategic operations were a series of large-scale Soviet offensives in 1942–1943 aimed at pushing back German forces from the Rzhev salient west of Moscow during the Eastern Front of 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: Rostov offensive operations
Triple: [Southern Front, notableOperation, Rostov offensive operations]
Generated description
The Rostov offensive operations were a series of Soviet Red Army offensives during World War II aimed at recapturing the strategic city of Rostov-on-Don from German forces on the Eastern Front.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rostov offensive operations
Target entity description: The Rostov offensive operations were a series of Soviet Red Army offensives during World War II aimed at recapturing the strategic city of Rostov-on-Don from German forces on the Eastern Front.
  • A. Rostov defensive operations
    The Rostov defensive operations were a series of World War II battles in 1941 in which Soviet forces attempted to halt and repel the advancing German Army near the city of Rostov-on-Don on the Eastern Front.
  • B. 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.
  • 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. 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.
  • E. Rzhev–Vyazma strategic operations
    The Rzhev–Vyazma strategic operations were a series of large-scale Soviet offensives in 1942–1943 aimed at pushing back German forces from the Rzhev salient west of Moscow during the Eastern Front of 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_69a8864b6de0819098d089f6a1b910a7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1497df08190ad90dd89f76208ca completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71a242f081908179251c120dd229 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae72590df081909a17a239e1814a0d completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae72a694a8819080ec462c0a9c38ac completed March 9, 2026, 7:11 a.m.
Created at: March 4, 2026, 7:34 p.m.