Triple

T3650049
Position Surface form Disambiguated ID Type / Status
Subject North Sea theatre of World War I E77396 entity
Predicate involvedOperation P5667 FINISHED
Object German U-boat campaign
The German U-boat campaign was a sustained submarine warfare effort by Imperial Germany during World War I aimed at disrupting Allied maritime trade and supply lines, particularly around the British Isles.
E376524 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 U-boat campaign | Statement: [North Sea theatre of World War I, involvedOperation, German U-boat campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German U-boat campaign
Context triple: [North Sea theatre of World War I, involvedOperation, German U-boat campaign]
  • A. Battle of the Atlantic
    The Battle of the Atlantic was the prolonged World War II naval campaign in which Allied and Axis forces fought for control of vital shipping routes across the Atlantic Ocean.
  • B. Mediterranean U-boat campaign
    The Mediterranean U-boat campaign was a World War II German submarine offensive aimed at disrupting Allied naval and supply routes across the Mediterranean Sea.
  • C. Bay of Biscay anti-submarine campaign
    The Bay of Biscay anti-submarine campaign was a World War II air–sea offensive focused on hunting and destroying German U-boats transiting through the Bay of Biscay between their Atlantic patrol areas and bases in occupied France.
  • D. Operation Rheinübung
    Operation Rheinübung was the World War II German naval sortie in May 1941 in which the battleship Bismarck and cruiser Prinz Eugen attempted to break into the Atlantic to attack Allied shipping, culminating in Bismarck’s famous final battle and sinking.
  • E. World War II in the Baltic Sea
    World War II in the Baltic Sea was a major naval theater where Axis and Allied forces, including the Finnish Navy, contested control of crucial maritime routes, coastal areas, and strategic islands in Northern Europe.
  • 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 U-boat campaign
Triple: [North Sea theatre of World War I, involvedOperation, German U-boat campaign]
Generated description
The German U-boat campaign was a sustained submarine warfare effort by Imperial Germany during World War I aimed at disrupting Allied maritime trade and supply lines, particularly around the British Isles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German U-boat campaign
Target entity description: The German U-boat campaign was a sustained submarine warfare effort by Imperial Germany during World War I aimed at disrupting Allied maritime trade and supply lines, particularly around the British Isles.
  • A. Battle of the Atlantic
    The Battle of the Atlantic was the prolonged World War II naval campaign in which Allied and Axis forces fought for control of vital shipping routes across the Atlantic Ocean.
  • B. Mediterranean U-boat campaign
    The Mediterranean U-boat campaign was a World War II German submarine offensive aimed at disrupting Allied naval and supply routes across the Mediterranean Sea.
  • C. Bay of Biscay anti-submarine campaign
    The Bay of Biscay anti-submarine campaign was a World War II air–sea offensive focused on hunting and destroying German U-boats transiting through the Bay of Biscay between their Atlantic patrol areas and bases in occupied France.
  • D. Operation Rheinübung
    Operation Rheinübung was the World War II German naval sortie in May 1941 in which the battleship Bismarck and cruiser Prinz Eugen attempted to break into the Atlantic to attack Allied shipping, culminating in Bismarck’s famous final battle and sinking.
  • E. World War II in the Baltic Sea
    World War II in the Baltic Sea was a major naval theater where Axis and Allied forces, including the Finnish Navy, contested control of crucial maritime routes, coastal areas, and strategic islands in Northern Europe.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38fa1988190b630329700afc3dd completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f4002948190af41072962006f51 completed March 13, 2026, 5:54 p.m.
NEDg Description generation batch_69b4531590408190b6048b6b0335eb0a completed March 13, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69b466719c788190a70d8338b45c28ab completed March 13, 2026, 7:33 p.m.
Created at: March 8, 2026, 3:24 p.m.