Triple
T6978959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 5th Panzer Army |
E161786
|
entity |
| Predicate | notableEngagement |
P1700
|
FINISHED |
| Object |
Ardennes 1944–1945
Ardennes 1944–1945 refers to the late-World War II Battle of the Bulge campaign in the Ardennes region, marked by Germany’s last major offensive on the Western Front against Allied forces.
|
E633610
|
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: Ardennes 1944–1945 | Statement: [5th Panzer Army, notableEngagement, Ardennes 1944–1945]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardennes 1944–1945 Context triple: [5th Panzer Army, notableEngagement, Ardennes 1944–1945]
-
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.
Walcheren 1944
Walcheren 1944 refers to the World War II Allied amphibious assault on the heavily fortified Dutch island of Walcheren in November 1944, aimed at securing access to the port of Antwerp.
-
C.
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.
-
D.
Arnhem 1944
Arnhem 1944 refers to the World War II battle around the Dutch city of Arnhem, most notably the failed Allied airborne assault during Operation Market Garden.
-
E.
Lorraine 1918
Lorraine 1918 refers to the World War I campaign in the Lorraine region of France, where Allied forces engaged German troops in the final months of the war.
- 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: Ardennes 1944–1945 Triple: [5th Panzer Army, notableEngagement, Ardennes 1944–1945]
Generated description
Ardennes 1944–1945 refers to the late-World War II Battle of the Bulge campaign in the Ardennes region, marked by Germany’s last major offensive on the Western Front against Allied forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ardennes 1944–1945 Target entity description: Ardennes 1944–1945 refers to the late-World War II Battle of the Bulge campaign in the Ardennes region, marked by Germany’s last major offensive on the Western Front against Allied forces.
-
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.
Walcheren 1944
Walcheren 1944 refers to the World War II Allied amphibious assault on the heavily fortified Dutch island of Walcheren in November 1944, aimed at securing access to the port of Antwerp.
-
C.
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.
-
D.
Arnhem 1944
Arnhem 1944 refers to the World War II battle around the Dutch city of Arnhem, most notably the failed Allied airborne assault during Operation Market Garden.
-
E.
Lorraine 1918
Lorraine 1918 refers to the World War I campaign in the Lorraine region of France, where Allied forces engaged German troops in the final months of the war.
- 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_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_69c761b614e88190877455edd5f64cf1 |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7629031608190b1ef76e969c97925 |
completed | March 28, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76329a47081909b47894ba0e1cad1 |
completed | March 28, 2026, 5:12 a.m. |
Created at: March 27, 2026, 2:31 p.m.