Triple
T6978950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 5th Panzer Army |
E161786
|
entity |
| Predicate | operation |
P1688
|
FINISHED |
| Object | Ardennes Offensive |
E726
|
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: Ardennes Offensive | Statement: [5th Panzer Army, operation, Ardennes Offensive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardennes Offensive Context triple: [5th Panzer Army, operation, Ardennes Offensive]
-
A.
Army of the Ardennes
The Army of the Ardennes was a French Revolutionary field army that operated along the Ardennes frontier during the early 1790s, participating in campaigns against coalition forces.
-
B.
Battle of the Ardennes
The Battle of the Ardennes was a major early World War I engagement in August 1914, in which French and German forces clashed in the forested Ardennes region as part of the larger Battle of the Frontiers on the Western Front.
-
C.
Battle of the Bulge
chosen
The Battle of the Bulge was a major German offensive in the winter of 1944–1945 on the Western Front, notable as the last significant Nazi counterattack and one of the bloodiest battles fought by U.S. forces in World War II.
-
D.
Lorraine campaign
The Lorraine campaign was a World War II Allied offensive in northeastern France in 1944, led by General George S. Patton’s Third Army, aimed at driving German forces back toward the German border.
-
E.
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.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db6aa6188190af7656ff4d0e3230 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a0e34288190ad2decbc18190c6b |
completed | March 28, 2026, 5:41 a.m. |
Created at: March 27, 2026, 2:31 p.m.