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.