Triple

T8600879
Position Surface form Disambiguated ID Type / Status
Subject Battle of Fort Eben-Emael E203670 entity
Predicate partOf P40 FINISHED
Object German invasion of Belgium
The German invasion of Belgium was the May 1940 Wehrmacht offensive that overran Belgian defenses as part of the wider Battle of France, enabling Germany to outflank the French and British forces.
E503599 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 invasion of Belgium | Statement: [Battle of Fort Eben-Emael, partOf, German invasion of Belgium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German invasion of Belgium
Context triple: [Battle of Fort Eben-Emael, partOf, German invasion of Belgium]
  • A. Invasion of the Low Countries
    The Invasion of the Low Countries was the May 1940 German offensive that rapidly overran Belgium, the Netherlands, and Luxembourg as part of the wider Battle of France in World War II.
  • B. German occupation of Belgium during World War II
    The German occupation of Belgium during World War II was the period from 1940 to 1944 when Nazi Germany controlled and administered Belgium, marked by repression, economic exploitation, resistance activities, and the persecution and deportation of Jews and other targeted groups.
  • C. French occupation of Belgium
    The French occupation of Belgium refers to the period during the French Revolutionary and Napoleonic Wars when French forces controlled and annexed the territory of present-day Belgium, reshaping its political, legal, and social structures.
  • D. Battle of the Frontiers
    The Battle of the Frontiers was a series of early World War I engagements in August 1914 along the French-German and Belgian borders, where initial clashes between the Allies and Germany set the stage for the subsequent Western Front stalemate.
  • E. Battle of France
    The Battle of France was the 1940 German campaign that rapidly defeated France and the Low Countries, leading to the fall of Paris and the occupation of much of Western Europe in World War II.
  • 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 invasion of Belgium
Triple: [Battle of Fort Eben-Emael, partOf, German invasion of Belgium]
Generated description
The German invasion of Belgium was the May 1940 Wehrmacht offensive that overran Belgian defenses as part of the wider Battle of France, enabling Germany to outflank the French and British forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German invasion of Belgium
Target entity description: The German invasion of Belgium was the May 1940 Wehrmacht offensive that overran Belgian defenses as part of the wider Battle of France, enabling Germany to outflank the French and British forces.
  • A. Invasion of the Low Countries chosen
    The Invasion of the Low Countries was the May 1940 German offensive that rapidly overran Belgium, the Netherlands, and Luxembourg as part of the wider Battle of France in World War II.
  • B. German occupation of Belgium during World War II
    The German occupation of Belgium during World War II was the period from 1940 to 1944 when Nazi Germany controlled and administered Belgium, marked by repression, economic exploitation, resistance activities, and the persecution and deportation of Jews and other targeted groups.
  • C. French occupation of Belgium
    The French occupation of Belgium refers to the period during the French Revolutionary and Napoleonic Wars when French forces controlled and annexed the territory of present-day Belgium, reshaping its political, legal, and social structures.
  • D. Battle of the Frontiers
    The Battle of the Frontiers was a series of early World War I engagements in August 1914 along the French-German and Belgian borders, where initial clashes between the Allies and Germany set the stage for the subsequent Western Front stalemate.
  • E. Battle of France
    The Battle of France was the 1940 German campaign that rapidly defeated France and the Low Countries, leading to the fall of Paris and the occupation of much of Western Europe in World War II.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d8ff408190acc7cd8dc99b2689 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbb11140819081bde8a1565aad4a completed April 2, 2026, 6:55 p.m.
NEDg Description generation batch_69cebda8e7f4819083b6885f874554f1 completed April 2, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cebe5df4888190bf741e332af3e21e completed April 2, 2026, 7:07 p.m.
Created at: March 30, 2026, 6:24 p.m.