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.