Triple
T12270389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Belgian neutrality |
E292454
|
entity |
| Predicate | endCause |
P1400
|
FINISHED |
| Object |
German invasion of Belgium (1914)
The German invasion of Belgium in 1914 was a key early World War I campaign in which Germany violated Belgium’s neutrality to execute the Schlieffen Plan against France, prompting British entry into the war.
|
E111369
|
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 (1914) | Statement: [Belgian neutrality, endCause, German invasion of Belgium (1914)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German invasion of Belgium (1914) Context triple: [Belgian neutrality, endCause, German invasion of Belgium (1914)]
-
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.
Battle of Antwerp (1914)
The Battle of Antwerp (1914) was a major early World War I siege in which German forces captured the heavily fortified Belgian port city of Antwerp after a prolonged defense by Belgian troops supported by British units, including the Royal Naval Division.
-
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.
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.
- 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 (1914) Triple: [Belgian neutrality, endCause, German invasion of Belgium (1914)]
Generated description
The German invasion of Belgium in 1914 was a key early World War I campaign in which Germany violated Belgium’s neutrality to execute the Schlieffen Plan against France, prompting British entry into the war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German invasion of Belgium (1914) Target entity description: The German invasion of Belgium in 1914 was a key early World War I campaign in which Germany violated Belgium’s neutrality to execute the Schlieffen Plan against France, prompting British entry into the war.
-
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.
Battle of Antwerp (1914)
The Battle of Antwerp (1914) was a major early World War I siege in which German forces captured the heavily fortified Belgian port city of Antwerp after a prolonged defense by Belgian troops supported by British units, including the Royal Naval Division.
-
D.
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.
-
E.
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.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cdea6e881908e13f8259bad6ddc |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e6981b48190a0fc5a571c425be1 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f622de74f0819096c5f5bf6f938fe7 |
completed | May 2, 2026, 4:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62379746c8190bc9da48775b86dfa |
completed | May 2, 2026, 4:16 p.m. |
Created at: April 8, 2026, 9:52 p.m.