Triple
T4959527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of the Frontiers |
E111369
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
German invasion of Belgium
The German invasion of Belgium was the 1914 military campaign in which Imperial German forces violated Belgian neutrality to outflank French defenses at the start of World War I, triggering wider international involvement in the conflict.
|
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 | Statement: [Battle of the Frontiers, 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 the Frontiers, partOf, 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
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. 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 the Frontiers, partOf, German invasion of Belgium]
Generated description
The German invasion of Belgium was the 1914 military campaign in which Imperial German forces violated Belgian neutrality to outflank French defenses at the start of World War I, triggering wider international involvement in the conflict.
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 1914 military campaign in which Imperial German forces violated Belgian neutrality to outflank French defenses at the start of World War I, triggering wider international involvement in the conflict.
-
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.
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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71d957cc8190b82fdd1ca61924bf |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81e4ccc4819090223633fdb04eee |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be83c923e08190848def2824a268b8 |
completed | March 21, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be84d36c74819097a88f29ef409d20 |
completed | March 21, 2026, 11:45 a.m. |
Created at: March 20, 2026, 1:32 p.m.