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.