Triple
T949578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Little Saturn |
E20488
|
entity |
| Predicate | modificationReason |
P6009
|
FINISHED |
| Object |
German relief attempt toward Stalingrad (Operation Winter Storm)
The German relief attempt toward Stalingrad, known as Operation Winter Storm, was a December 1942 offensive by Field Marshal Erich von Manstein’s forces aimed at breaking the Soviet encirclement of the German Sixth Army, which ultimately failed and contributed to the decisive Axis defeat at Stalingrad.
|
E112492
|
NE FINISHED |
How this triple was built (5 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: German relief attempt toward Stalingrad (Operation Winter Storm) | Statement: [Operation Little Saturn, modificationReason, German relief attempt toward Stalingrad (Operation Winter Storm)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German relief attempt toward Stalingrad (Operation Winter Storm) Context triple: [Operation Little Saturn, modificationReason, German relief attempt toward Stalingrad (Operation Winter Storm)]
-
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.
Operation Little Saturn
Operation Little Saturn was a major Soviet offensive in December 1942 aimed at exploiting the encirclement of German forces near Stalingrad by striking deeper into Axis rear areas and collapsing their southern front.
-
C.
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.
-
D.
German 1942 summer offensive Case Blue
Case Blue was the major German Wehrmacht summer offensive on the Eastern Front in 1942, aimed primarily at capturing the oil fields of the Caucasus and the city of Stalingrad to cripple the Soviet Union’s war effort.
-
E.
Siege of Leningrad
The Siege of Leningrad was a prolonged and devastating German and Finnish blockade of the Soviet city of Leningrad from 1941 to 1944, marked by extreme civilian starvation, immense casualties, and enduring symbolic significance in World War II history.
- 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: German relief attempt toward Stalingrad (Operation Winter Storm) Triple: [Operation Little Saturn, modificationReason, German relief attempt toward Stalingrad (Operation Winter Storm)]
Generated description
The German relief attempt toward Stalingrad, known as Operation Winter Storm, was a December 1942 offensive by Field Marshal Erich von Manstein’s forces aimed at breaking the Soviet encirclement of the German Sixth Army, which ultimately failed and contributed to the decisive Axis defeat at Stalingrad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German relief attempt toward Stalingrad (Operation Winter Storm) Target entity description: The German relief attempt toward Stalingrad, known as Operation Winter Storm, was a December 1942 offensive by Field Marshal Erich von Manstein’s forces aimed at breaking the Soviet encirclement of the German Sixth Army, which ultimately failed and contributed to the decisive Axis defeat at Stalingrad.
-
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.
Operation Little Saturn
Operation Little Saturn was a major Soviet offensive in December 1942 aimed at exploiting the encirclement of German forces near Stalingrad by striking deeper into Axis rear areas and collapsing their southern front.
-
C.
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.
-
D.
German 1942 summer offensive Case Blue
Case Blue was the major German Wehrmacht summer offensive on the Eastern Front in 1942, aimed primarily at capturing the oil fields of the Caucasus and the city of Stalingrad to cripple the Soviet Union’s war effort.
-
E.
Siege of Leningrad
The Siege of Leningrad was a prolonged and devastating German and Finnish blockade of the Soviet city of Leningrad from 1941 to 1944, marked by extreme civilian starvation, immense casualties, and enduring symbolic significance in World War II history.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: modificationReason Context triple: [Operation Little Saturn, modificationReason, German relief attempt toward Stalingrad (Operation Winter Storm)]
-
A.
changeReason
Indicates the reason or justification for a modification or change made to an entity or its state.
-
B.
reasonForChange
chosen
Indicates that one entity serves as the cause, justification, or motivation for a modification or change in another entity or state.
-
C.
designationReason
Indicates the reason or justification for assigning a particular designation or status to an entity.
-
D.
originalReason
Indicates the initial cause, motivation, or justification behind an action, decision, or state of affairs.
-
E.
revisionMechanism
Indicates the method or process by which something is updated, corrected, or modified over time.
- F. None of above.
Provenance (6 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_69a493b0f2fc81908cd227480a5356a1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3c191ac819099ebf3cb32f096d8 |
completed | March 1, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a933a8649481909d07eec014c1956c |
completed | March 5, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69aa48cb9afc8190aed4d64e8c3cce6f |
completed | March 6, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aa498d1ad88190bf68dcae80744071 |
completed | March 6, 2026, 3:27 a.m. |
| PD | Predicate disambiguation | batch_69a4b29f05f481908814bd11f235e9d0 |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.