Triple

T22722
Position Surface form Disambiguated ID Type / Status
Subject Battle of Stalingrad E451 entity
Predicate involvedMilitaryUnit P1063 FINISHED
Object Hungarian 2nd Army
The Hungarian 2nd Army was a major field army of the Royal Hungarian Honvéd that fought on the Eastern Front in World War II and suffered catastrophic losses during the Soviet offensives around Stalingrad.
E7725 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: Hungarian 2nd Army | Statement: [Battle of Stalingrad, involvedMilitaryUnit, Hungarian 2nd Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hungarian 2nd Army
Context triple: [Battle of Stalingrad, involvedMilitaryUnit, Hungarian 2nd Army]
  • A. Romanian 4th Army
    The Romanian 4th Army was a major field army of Romania that fought on the Eastern Front in World War II as part of the Axis forces, suffering heavy losses during the Soviet counteroffensives.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Polish Army
    The Polish Army is the land-based military force of Poland, historically noted for its resistance against invasions and its role in major European conflicts.
  • 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: Hungarian 2nd Army
Triple: [Battle of Stalingrad, involvedMilitaryUnit, Hungarian 2nd Army]
Generated description
The Hungarian 2nd Army was a major field army of the Royal Hungarian Honvéd that fought on the Eastern Front in World War II and suffered catastrophic losses during the Soviet offensives around Stalingrad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hungarian 2nd Army
Target entity description: The Hungarian 2nd Army was a major field army of the Royal Hungarian Honvéd that fought on the Eastern Front in World War II and suffered catastrophic losses during the Soviet offensives around Stalingrad.
  • A. Romanian 4th Army
    The Romanian 4th Army was a major field army of Romania that fought on the Eastern Front in World War II as part of the Axis forces, suffering heavy losses during the Soviet counteroffensives.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Polish Army
    The Polish Army is the land-based military force of Poland, historically noted for its resistance against invasions and its role in major European conflicts.
  • 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_69a2623969188190814f662922953e39 completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a2630ebfb08190a75f93b74424005b completed Feb. 28, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69a2636c35e48190b4e6260a95f55799 completed Feb. 28, 2026, 3:39 a.m.
Created at: Feb. 28, 2026, 1:34 a.m.