Triple
T6797780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bay of Biscay anti-submarine campaign |
E156099
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object | German U-boat arm |
E12468
|
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 U-boat arm | Statement: [Bay of Biscay anti-submarine campaign, opposedBy, German U-boat arm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German U-boat arm Context triple: [Bay of Biscay anti-submarine campaign, opposedBy, German U-boat arm]
-
A.
Kriegsmarine
chosen
The Kriegsmarine was Nazi Germany’s World War II navy, known for its U-boat campaigns and major role in maritime warfare, especially in the Battle of the Atlantic.
-
B.
German Navy
The German Navy is the maritime branch of Germany’s armed forces, responsible for naval defense, maritime security, and international naval operations.
-
C.
Reichsmarine
The Reichsmarine was the navy of the Weimar Republic, serving as Germany’s maritime defense force between World War I and the rise of the Nazi regime.
-
D.
U-boats
U-boats were German military submarines, most famously used in both World Wars for commerce raiding and naval warfare in the Atlantic.
-
E.
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.
- 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_69c6881844448190a65822d9b39d7f88 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2ca0c288190a990180fb7cfd08f |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a9826648190b4f59c1a8efc4b9c |
completed | March 28, 2026, 12:02 a.m. |
Created at: March 27, 2026, 2:15 p.m.