Triple

T5213648
Position Surface form Disambiguated ID Type / Status
Subject Blitzkrieg E117695 entity
Predicate usedInConflict P1406 FINISHED
Object 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.
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: Invasion of the Low Countries | Statement: [Blitzkrieg, usedInConflict, Invasion of the Low Countries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Invasion of the Low Countries
Context triple: [Blitzkrieg, usedInConflict, Invasion of the Low Countries]
  • A. Flanders Campaign
    The Flanders Campaign was a major series of military operations in the Low Countries during the early French Revolutionary Wars, marked by shifting coalitions and significant battles between Revolutionary France and European monarchies.
  • B. Flanders campaign
    The Flanders campaign was a major series of military operations in the Low Countries during the War of the Spanish Succession, marked by several key battles between Allied and French forces.
  • C. Anglo-Russian invasion of the Netherlands
    The Anglo-Russian invasion of the Netherlands was a 1799 joint British and Russian military campaign against the French-controlled Batavian Republic during the War of the Second Coalition.
  • D. Siege of Antwerp
    The Siege of Antwerp was a major early World War I battle in 1914 in which German forces besieged and captured the heavily fortified Belgian port city of Antwerp, impacting the course of the Western Front.
  • E. North-West Europe campaign
    The North-West Europe campaign was a major Allied military offensive during the final phase of World War II, encompassing operations from the D-Day landings in Normandy through the liberation of Western Europe and the advance into Germany.
  • 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: Invasion of the Low Countries
Triple: [Blitzkrieg, usedInConflict, Invasion of the Low Countries]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Invasion of the Low Countries
Target entity description: 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.
  • A. Flanders Campaign
    The Flanders Campaign was a major series of military operations in the Low Countries during the early French Revolutionary Wars, marked by shifting coalitions and significant battles between Revolutionary France and European monarchies.
  • B. Flanders campaign
    The Flanders campaign was a major series of military operations in the Low Countries during the War of the Spanish Succession, marked by several key battles between Allied and French forces.
  • C. Anglo-Russian invasion of the Netherlands
    The Anglo-Russian invasion of the Netherlands was a 1799 joint British and Russian military campaign against the French-controlled Batavian Republic during the War of the Second Coalition.
  • D. Siege of Antwerp
    The Siege of Antwerp was a major early World War I battle in 1914 in which German forces besieged and captured the heavily fortified Belgian port city of Antwerp, impacting the course of the Western Front.
  • E. North-West Europe campaign
    The North-West Europe campaign was a major Allied military offensive during the final phase of World War II, encompassing operations from the D-Day landings in Normandy through the liberation of Western Europe and the advance into Germany.
  • 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_69bd4464ba3c8190bc16b2ebbe42ddb0 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a911d40819086621537274dc0f0 completed March 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefdee940819098e397ab50f57411 completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0b1fe9c8190bfc1be621c7c1c76 completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef16739148190b9700228be7d07f9 completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:47 p.m.