Triple

T3189898
Position Surface form Disambiguated ID Type / Status
Subject Friedrich Wiese E66794 entity
Predicate associatedWith P37 FINISHED
Object German Army in France
The German Army in France was the occupying Wehrmacht force responsible for military control, security operations, and defense against Allied invasion in France during World War II.
E336574 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 in France | Statement: [Friedrich Wiese, associatedWith, German Army in France]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Army in France
Context triple: [Friedrich Wiese, associatedWith, German Army in France]
  • A. Army of the Rhine
    The Army of the Rhine was a major French Revolutionary and Napoleonic field army that operated along the Rhine frontier against various European coalitions.
  • B. French military government in Germany
    The French military government in Germany was the post-World War II occupation authority established by France to administer its zone in defeated Germany and oversee its political reorganization.
  • C. Rhineland campaign
    The Rhineland campaign was a major Allied offensive in early 1945 aimed at clearing German forces from west of the Rhine River as a prelude to the final invasion of Nazi Germany.
  • D. 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.
  • E. Lorraine campaign
    The Lorraine campaign was a World War II Allied offensive in northeastern France in 1944, led by General George S. Patton’s Third Army, aimed at driving German forces back toward the German border.
  • 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 in France
Triple: [Friedrich Wiese, associatedWith, German Army in France]
Generated description
The German Army in France was the occupying Wehrmacht force responsible for military control, security operations, and defense against Allied invasion in France during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Army in France
Target entity description: The German Army in France was the occupying Wehrmacht force responsible for military control, security operations, and defense against Allied invasion in France during World War II.
  • A. Army of the Rhine
    The Army of the Rhine was a major French Revolutionary and Napoleonic field army that operated along the Rhine frontier against various European coalitions.
  • B. French military government in Germany
    The French military government in Germany was the post-World War II occupation authority established by France to administer its zone in defeated Germany and oversee its political reorganization.
  • C. Rhineland campaign
    The Rhineland campaign was a major Allied offensive in early 1945 aimed at clearing German forces from west of the Rhine River as a prelude to the final invasion of Nazi Germany.
  • D. 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.
  • E. Lorraine campaign
    The Lorraine campaign was a World War II Allied offensive in northeastern France in 1944, led by General George S. Patton’s Third Army, aimed at driving German forces back toward the German border.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6e67e948190afbd9cc6a3ade415 completed March 8, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b9a9bc88190b7090bda8fe6260c completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24d677ca8819094cb03360ac885da completed March 12, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69b25178f3c08190be78bdbd0cdfc5f3 completed March 12, 2026, 5:39 a.m.
Created at: March 8, 2026, 3:07 p.m.