Triple

T3943697
Position Surface form Disambiguated ID Type / Status
Subject French II Corps E92093 entity
Predicate notableEngagement P1700 FINISHED
Object Battle of the Ardennes (1940)
The Battle of the Ardennes (1940) was an early World War II clash during the German invasion of France and the Low Countries, where German forces exploited the difficult Ardennes terrain to outflank Allied defenses and achieve a rapid breakthrough.
E404452 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: Battle of the Ardennes (1940) | Statement: [French II Corps, notableEngagement, Battle of the Ardennes (1940)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of the Ardennes (1940)
Context triple: [French II Corps, notableEngagement, Battle of the Ardennes (1940)]
  • A. Battle of the Ardennes (1914)
    The Battle of the Ardennes (1914) was an early World War I clash in August 1914 in which French and German forces suffered heavy casualties during failed French offensives through the forested Ardennes region.
  • B. Battle of Gembloux (1940)
    The Battle of Gembloux (1940) was a major World War II clash in Belgium where French and German forces fought fiercely during the German invasion of the Low Countries.
  • C. Battle of Sedan (1940)
    The Battle of Sedan (1940) was a decisive World War II engagement in which German forces broke through French defenses on the Meuse River, leading to the rapid collapse of France.
  • D. Battle of the Frontiers
    The Battle of the Frontiers was a series of early World War I engagements in August 1914 along the French-German and Belgian borders, where initial clashes between the Allies and Germany set the stage for the subsequent Western Front stalemate.
  • E. Battle of the Bulge
    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.
  • 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: Battle of the Ardennes (1940)
Triple: [French II Corps, notableEngagement, Battle of the Ardennes (1940)]
Generated description
The Battle of the Ardennes (1940) was an early World War II clash during the German invasion of France and the Low Countries, where German forces exploited the difficult Ardennes terrain to outflank Allied defenses and achieve a rapid breakthrough.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of the Ardennes (1940)
Target entity description: The Battle of the Ardennes (1940) was an early World War II clash during the German invasion of France and the Low Countries, where German forces exploited the difficult Ardennes terrain to outflank Allied defenses and achieve a rapid breakthrough.
  • A. Battle of the Ardennes (1914)
    The Battle of the Ardennes (1914) was an early World War I clash in August 1914 in which French and German forces suffered heavy casualties during failed French offensives through the forested Ardennes region.
  • B. Battle of Gembloux (1940)
    The Battle of Gembloux (1940) was a major World War II clash in Belgium where French and German forces fought fiercely during the German invasion of the Low Countries.
  • C. Battle of Sedan (1940)
    The Battle of Sedan (1940) was a decisive World War II engagement in which German forces broke through French defenses on the Meuse River, leading to the rapid collapse of France.
  • D. Battle of the Frontiers
    The Battle of the Frontiers was a series of early World War I engagements in August 1914 along the French-German and Belgian borders, where initial clashes between the Allies and Germany set the stage for the subsequent Western Front stalemate.
  • E. Battle of the Bulge
    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.
  • 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_69aed965502c8190904ebad1203a4ae8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeee00d94881908fcf5ee1e27b1658 completed March 9, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53ff66f348190bf054c7666cb16fc completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b540eb53788190aa281ee38edc1729 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b541a55cb081909ec1f87a7553b6f2 completed March 14, 2026, 11:08 a.m.
Created at: March 9, 2026, 3:24 p.m.