Triple
T5520486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Hudson |
E144792
|
entity |
| Predicate | militaryInvolvement |
P13112
|
FINISHED |
| Object | World War II anti-submarine operations |
E156099
|
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: World War II anti-submarine operations | Statement: [Thomas Hudson, militaryInvolvement, World War II anti-submarine operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World War II anti-submarine operations Context triple: [Thomas Hudson, militaryInvolvement, World War II anti-submarine operations]
-
A.
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.
-
B.
World War II naval battles
World War II naval battles were large-scale sea and air engagements between the Allied and Axis powers that played a decisive role in controlling vital shipping lanes, projecting military power, and shaping the outcome of the global conflict.
-
C.
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.
-
D.
Bay of Biscay anti-submarine campaign
chosen
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.
-
E.
Allied combined naval operations
Allied combined naval operations were the coordinated maritime campaigns and strategies conducted jointly by the Allied powers’ navies during World War II to secure sea control, protect supply lines, and support amphibious assaults.
- 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f7082ac8190a372fa75e8dec6a4 |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027e995e88190833762cb94a781cc |
completed | March 22, 2026, 5:33 p.m. |
Created at: March 22, 2026, 3:33 p.m.