Triple

T4835580
Position Surface form Disambiguated ID Type / Status
Subject French Fifth Army E108049 entity
Predicate engagement P1256 FINISHED
Object German invasion of Belgium E111369 NE FINISHED

How this triple was built (2 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: [French Fifth Army, engagement, German invasion of Belgium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German invasion of Belgium
Context triple: [French Fifth Army, engagement, German invasion of Belgium]
  • A. 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.
  • B. Battle of the Frontiers chosen
    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.
  • C. 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.
  • D. 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.
  • E. Battle of Liège
    The Battle of Liège was the opening engagement of World War I on the Western Front, where German forces launched a major assault on Belgium’s fortified city of Liège in August 1914.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ce00cd48190a675fb75eae152c2 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dda71e08190a28215f91405a4e1 completed March 21, 2026, 7:50 a.m.
Created at: March 20, 2026, 1:25 p.m.