Triple

T4921485
Position Surface form Disambiguated ID Type / Status
Subject Novorossiysk amphibious operations (1943) E110475 entity
Predicate involvedForce P1063 FINISHED
Object German Army units
German Army units were ground combat formations of Nazi Germany’s Wehrmacht that fought on multiple fronts during World War II, including defensive operations against Soviet amphibious landings such as those at Novorossiysk in 1943.
E47264 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 Army units | Statement: [Novorossiysk amphibious operations (1943), involvedForce, German Army units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Army units
Context triple: [Novorossiysk amphibious operations (1943), involvedForce, German Army units]
  • A. German Army
    The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
  • B. German military
    The German military is the armed forces of Germany, historically known for its significant role in both World Wars and later restructured into the modern Bundeswehr after World War II.
  • C. 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.
  • D. German Fifteenth Army
    The German Fifteenth Army was a World War II field army of the Wehrmacht that defended the Western Front, particularly in the Netherlands and along the Rhine, against advancing Allied forces.
  • E. German 17th Army
    The German 17th Army was a field army of the Imperial German Army in World War I, active on the Western Front and involved in major offensives and defensive operations against Allied forces.
  • 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 Army units
Triple: [Novorossiysk amphibious operations (1943), involvedForce, German Army units]
Generated description
German Army units were ground combat formations of Nazi Germany’s Wehrmacht that fought on multiple fronts during World War II, including defensive operations against Soviet amphibious landings such as those at Novorossiysk in 1943.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Army units
Target entity description: German Army units were ground combat formations of Nazi Germany’s Wehrmacht that fought on multiple fronts during World War II, including defensive operations against Soviet amphibious landings such as those at Novorossiysk in 1943.
  • A. German Army chosen
    The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
  • B. German military
    The German military is the armed forces of Germany, historically known for its significant role in both World Wars and later restructured into the modern Bundeswehr after World War II.
  • C. 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.
  • D. German Fifteenth Army
    The German Fifteenth Army was a World War II field army of the Wehrmacht that defended the Western Front, particularly in the Netherlands and along the Rhine, against advancing Allied forces.
  • E. German 17th Army
    The German 17th Army was a field army of the Imperial German Army in World War I, active on the Western Front and involved in major offensives and defensive operations against Allied forces.
  • F. None of above.

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_69bd4413f9908190afcff44d7929cc4c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ffabccc81909115ece1b04e2061 completed March 20, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6ff644608190b1794ce1aa3b6ebd completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be703cedf081909a420db4e7112fb1 completed March 21, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_69be7097c2a0819082229acd3d6f99ca completed March 21, 2026, 10:19 a.m.
Created at: March 20, 2026, 1:30 p.m.