Triple
T5832168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korsun–Shevchenkovsky Offensive |
E129375
|
entity |
| Predicate | opponent |
P437
|
FINISHED |
| Object |
8th Army (Wehrmacht)
The 8th Army (Wehrmacht) was a major field army of Nazi Germany’s Heer that fought primarily on the Eastern Front during World War II, notably in large encirclement and defensive battles against the Red Army.
|
E550849
|
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: 8th Army (Wehrmacht) | Statement: [Korsun–Shevchenkovsky Offensive, opponent, 8th Army (Wehrmacht)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 8th Army (Wehrmacht) Context triple: [Korsun–Shevchenkovsky Offensive, opponent, 8th Army (Wehrmacht)]
-
A.
German Eighth Army
The German Eighth Army was a major Imperial German field army on the Eastern Front during World War I, noted for its decisive victory over Russian forces at the Battle of Tannenberg in 1914.
-
B.
German 11th Army
The German 11th Army was a World War I field army of the German Empire that fought primarily on the Eastern and Balkan fronts, notably participating in major offensives alongside Austro-Hungarian and Bulgarian forces.
-
C.
German 11th Army
The German 11th Army was a Wehrmacht field army that played a key role on the Eastern Front in World War II, particularly noted for its protracted operations in the Crimean Peninsula.
-
D.
18th Army (Wehrmacht)
The 18th Army (Wehrmacht) was a German field army that fought primarily on the Eastern Front during World War II, notably in the northern sector including the siege of Leningrad.
-
E.
German 7th Army
The German 7th Army was a major field army of the Wehrmacht that fought primarily on the Western Front during World War II, notably in the Normandy campaign and subsequent retreat across France.
- 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: 8th Army (Wehrmacht) Triple: [Korsun–Shevchenkovsky Offensive, opponent, 8th Army (Wehrmacht)]
Generated description
The 8th Army (Wehrmacht) was a major field army of Nazi Germany’s Heer that fought primarily on the Eastern Front during World War II, notably in large encirclement and defensive battles against the Red Army.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 8th Army (Wehrmacht) Target entity description: The 8th Army (Wehrmacht) was a major field army of Nazi Germany’s Heer that fought primarily on the Eastern Front during World War II, notably in large encirclement and defensive battles against the Red Army.
-
A.
German Eighth Army
The German Eighth Army was a major Imperial German field army on the Eastern Front during World War I, noted for its decisive victory over Russian forces at the Battle of Tannenberg in 1914.
-
B.
German 11th Army
The German 11th Army was a World War I field army of the German Empire that fought primarily on the Eastern and Balkan fronts, notably participating in major offensives alongside Austro-Hungarian and Bulgarian forces.
-
C.
German 11th Army
The German 11th Army was a Wehrmacht field army that played a key role on the Eastern Front in World War II, particularly noted for its protracted operations in the Crimean Peninsula.
-
D.
18th Army (Wehrmacht)
The 18th Army (Wehrmacht) was a German field army that fought primarily on the Eastern Front during World War II, notably in the northern sector including the siege of Leningrad.
-
E.
German 7th Army
The German 7th Army was a major field army of the Wehrmacht that fought primarily on the Western Front during World War II, notably in the Normandy campaign and subsequent retreat across France.
- 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_69c00849d55481908b4f9f5543e0bf6d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0346c331c8190bac050d425961485 |
completed | March 22, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a19010008190af5600a035246c1a |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a223129081908288d90f7cf51668 |
completed | March 23, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a294ba748190a86ec8400df73237 |
completed | March 23, 2026, 2:16 a.m. |
Created at: March 22, 2026, 3:54 p.m.