Triple
T22713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Stalingrad |
E451
|
entity |
| Predicate | involvedMilitaryUnit |
P1063
|
FINISHED |
| Object |
German 4th Panzer Army
The German 4th Panzer Army was a major Wehrmacht armored formation on the Eastern Front in World War II, playing a central role in key operations including the drive toward Stalingrad and later defensive battles against the Red Army.
|
E6576
|
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: German 4th Panzer Army | Statement: [Battle of Stalingrad, involvedMilitaryUnit, German 4th Panzer Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German 4th Panzer Army Context triple: [Battle of Stalingrad, involvedMilitaryUnit, German 4th Panzer Army]
-
A.
German 6th Army
The German 6th Army was a major Wehrmacht field army best known for its encirclement and catastrophic defeat at Stalingrad, a turning point on the Eastern Front in World War II.
-
B.
Wehrmacht
The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
-
C.
Soviet 62nd Army
The Soviet 62nd Army was a Red Army field formation renowned for its pivotal and stubborn defense of Stalingrad during World War II, which played a crucial role in turning the tide on the Eastern Front.
-
D.
Romanian 3rd Army
The Romanian 3rd Army was a major field army of Romania that fought on the Eastern Front in World War II, most notably suffering devastating losses while defending the flanks of the German 6th Army at Stalingrad.
-
E.
Luftwaffe
The Luftwaffe was Nazi Germany’s air force during World War II, known for its major role in early Blitzkrieg campaigns and the Battle of Britain.
- 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 4th Panzer Army Triple: [Battle of Stalingrad, involvedMilitaryUnit, German 4th Panzer Army]
Generated description
The German 4th Panzer Army was a major Wehrmacht armored formation on the Eastern Front in World War II, playing a central role in key operations including the drive toward Stalingrad and later defensive battles against the Red Army.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German 4th Panzer Army Target entity description: The German 4th Panzer Army was a major Wehrmacht armored formation on the Eastern Front in World War II, playing a central role in key operations including the drive toward Stalingrad and later defensive battles against the Red Army.
-
A.
German 6th Army
The German 6th Army was a major Wehrmacht field army best known for its encirclement and catastrophic defeat at Stalingrad, a turning point on the Eastern Front in World War II.
-
B.
Wehrmacht
The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
-
C.
Soviet 62nd Army
The Soviet 62nd Army was a Red Army field formation renowned for its pivotal and stubborn defense of Stalingrad during World War II, which played a crucial role in turning the tide on the Eastern Front.
-
D.
Romanian 3rd Army
The Romanian 3rd Army was a major field army of Romania that fought on the Eastern Front in World War II, most notably suffering devastating losses while defending the flanks of the German 6th Army at Stalingrad.
-
E.
Luftwaffe
The Luftwaffe was Nazi Germany’s air force during World War II, known for its major role in early Blitzkrieg campaigns and the Battle of Britain.
- 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a2481e91c88190ad0fb09cddc5f446 |
completed | Feb. 28, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25aaf595c8190b1f6b559f49efd7f |
completed | Feb. 28, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69a25ba68f1081908f88d2bb2af35af6 |
completed | Feb. 28, 2026, 3:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25c4a5fa8819082a737e1f0251a8a |
completed | Feb. 28, 2026, 3:08 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.