Triple
T2336688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 21st Panzer Division |
E44326
|
entity |
| Predicate | engagedAgainst |
P4567
|
FINISHED |
| Object |
United States forces in North Africa
United States forces in North Africa were the American Army and Air Force units that fought the Axis powers in the North African campaign of World War II, beginning with Operation Torch in 1942.
|
E16247
|
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: United States forces in North Africa | Statement: [21st Panzer Division, engagedAgainst, United States forces in North Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States forces in North Africa Context triple: [21st Panzer Division, engagedAgainst, United States forces in North Africa]
-
A.
Allied Expeditionary Force in North Africa
The Allied Expeditionary Force in North Africa was the multinational British-American-led ground force that conducted the land campaigns following the 1942 Allied landings in French North Africa during World War II.
-
B.
North African campaign
The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
-
C.
Italian Army in North Africa
The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
-
D.
Mediterranean Theater of Operations
The Mediterranean Theater of Operations was a major World War II combat zone encompassing Allied and Axis military campaigns across North Africa, Southern Europe, and surrounding seas.
-
E.
Operation Torch
Operation Torch was the 1942 Allied invasion of French North Africa during World War II, aimed at reducing Axis control in the Mediterranean and opening a new front against Germany.
- 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: United States forces in North Africa Triple: [21st Panzer Division, engagedAgainst, United States forces in North Africa]
Generated description
United States forces in North Africa were the American Army and Air Force units that fought the Axis powers in the North African campaign of World War II, beginning with Operation Torch in 1942.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States forces in North Africa Target entity description: United States forces in North Africa were the American Army and Air Force units that fought the Axis powers in the North African campaign of World War II, beginning with Operation Torch in 1942.
-
A.
Allied Expeditionary Force in North Africa
chosen
The Allied Expeditionary Force in North Africa was the multinational British-American-led ground force that conducted the land campaigns following the 1942 Allied landings in French North Africa during World War II.
-
B.
North African campaign
The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
-
C.
Italian Army in North Africa
The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
-
D.
Mediterranean Theater of Operations
The Mediterranean Theater of Operations was a major World War II combat zone encompassing Allied and Axis military campaigns across North Africa, Southern Europe, and surrounding seas.
-
E.
Operation Torch
Operation Torch was the 1942 Allied invasion of French North Africa during World War II, aimed at reducing Axis control in the Mediterranean and opening a new front against Germany.
- 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_69a889132b488190bbb43ad4780ddd92 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc68927988190888630b5fa8f91dd |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae961adfdc8190bf79d479d8207599 |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae97406c588190855ecb6c9ed00bc9 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae97c82e8c8190a613444ea4ffb5a0 |
completed | March 9, 2026, 9:50 a.m. |
Created at: March 4, 2026, 7:51 p.m.