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.