Triple

T2640719
Position Surface form Disambiguated ID Type / Status
Subject Stalingrad strategic defensive operations (flank sector) E62857 entity
Predicate relatedTo P37 FINISHED
Object Stalingrad strategic defensive operation (main sector)
The Stalingrad strategic defensive operation (main sector) was the central Soviet defensive campaign in 1942 to halt and wear down the main thrust of the German advance into the city of Stalingrad during World War II.
E301872 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: Stalingrad strategic defensive operation (main sector) | Statement: [Stalingrad strategic defensive operations (flank sector), relatedTo, Stalingrad strategic defensive operation (main sector)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stalingrad strategic defensive operation (main sector)
Context triple: [Stalingrad strategic defensive operations (flank sector), relatedTo, Stalingrad strategic defensive operation (main sector)]
  • A. Stalingrad strategic defensive operations (flank sector)
    Stalingrad strategic defensive operations (flank sector) were Soviet military actions on the approaches and flanks of Stalingrad aimed at halting and containing the German advance during the early stages of the Battle of Stalingrad in World War II.
  • B. Stalingrad strategic offensive operation
    The Stalingrad strategic offensive operation was a major Soviet counteroffensive in late 1942–early 1943 that encircled and destroyed a large German force at Stalingrad, marking a decisive turning point on the Eastern Front of World War II.
  • C. 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.
  • D. Battle of Stalingrad
    The Battle of Stalingrad was a pivotal and brutal Eastern Front confrontation between Nazi Germany and the Soviet Union, whose Soviet victory marked a major turning point in World War II.
  • E. Stalingrad
    Stalingrad, now known as Volgograd, is a major city in southwestern Russia on the Volga River, historically renowned as the site of one of World War II’s most pivotal and brutal battles.
  • 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: Stalingrad strategic defensive operation (main sector)
Triple: [Stalingrad strategic defensive operations (flank sector), relatedTo, Stalingrad strategic defensive operation (main sector)]
Generated description
The Stalingrad strategic defensive operation (main sector) was the central Soviet defensive campaign in 1942 to halt and wear down the main thrust of the German advance into the city of Stalingrad during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stalingrad strategic defensive operation (main sector)
Target entity description: The Stalingrad strategic defensive operation (main sector) was the central Soviet defensive campaign in 1942 to halt and wear down the main thrust of the German advance into the city of Stalingrad during World War II.
  • A. Stalingrad strategic defensive operations (flank sector)
    Stalingrad strategic defensive operations (flank sector) were Soviet military actions on the approaches and flanks of Stalingrad aimed at halting and containing the German advance during the early stages of the Battle of Stalingrad in World War II.
  • B. Stalingrad strategic offensive operation
    The Stalingrad strategic offensive operation was a major Soviet counteroffensive in late 1942–early 1943 that encircled and destroyed a large German force at Stalingrad, marking a decisive turning point on the Eastern Front of World War II.
  • C. 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.
  • D. Battle of Stalingrad
    The Battle of Stalingrad was a pivotal and brutal Eastern Front confrontation between Nazi Germany and the Soviet Union, whose Soviet victory marked a major turning point in World War II.
  • E. Stalingrad
    Stalingrad is a 1993 German war film depicting the brutal experiences of German soldiers during the Battle of Stalingrad in 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8fc8ee881908a9f6820d8934a62 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce812640819085c46f7452b5913b completed March 10, 2026, 7:55 a.m.
NEDg Description generation batch_69afd037b4ac81909db8a8762e8edaf4 completed March 10, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69afd096b0bc8190a0a4f9d004bf4d8f completed March 10, 2026, 8:04 a.m.
Created at: March 6, 2026, 9:53 p.m.