Triple

T425856
Position Surface form Disambiguated ID Type / Status
Subject Ardennes Forest E9605 entity
Predicate battleOccurredIn P12233 FINISHED
Object 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.
E53652 NE FINISHED

How this triple was built (5 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 (1914) | Statement: [Ardennes Forest, battleOccurredIn, Battle of the Ardennes (1914)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of the Ardennes (1914)
Context triple: [Ardennes Forest, battleOccurredIn, Battle of the Ardennes (1914)]
  • A. Battle of Verdun
    The Battle of Verdun was one of the longest and bloodiest engagements of World War I, symbolizing the brutal attrition warfare on the Western Front between France and Germany in 1916.
  • B. Second Battle of Ypres
    The Second Battle of Ypres was a major First World War engagement in 1915, notorious as the site of the first large-scale use of poison gas on the Western Front and heavy fighting involving Allied forces including Canadian troops.
  • C. Battle of the Ruhr
    The Battle of the Ruhr was a major World War II strategic bombing campaign in 1943 in which the Allies targeted Germany’s industrial heartland in the Ruhr region to cripple its war production.
  • D. Battle of Aachen
    The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
  • E. 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.
  • 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 (1914)
Triple: [Ardennes Forest, battleOccurredIn, Battle of the Ardennes (1914)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of the Ardennes (1914)
Target entity description: 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.
  • A. Battle of Verdun
    The Battle of Verdun was one of the longest and bloodiest engagements of World War I, symbolizing the brutal attrition warfare on the Western Front between France and Germany in 1916.
  • B. Second Battle of Ypres
    The Second Battle of Ypres was a major First World War engagement in 1915, notorious as the site of the first large-scale use of poison gas on the Western Front and heavy fighting involving Allied forces including Canadian troops.
  • C. Battle of the Ruhr
    The Battle of the Ruhr was a major World War II strategic bombing campaign in 1943 in which the Allies targeted Germany’s industrial heartland in the Ruhr region to cripple its war production.
  • D. Battle of Aachen
    The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: battleOccurredIn
Context triple: [Ardennes Forest, battleOccurredIn, Battle of the Ardennes (1914)]
  • A. battleOccurred
    Indicates that a conflict or combat event took place between specified parties at a particular time and/or location.
  • B. battleOccurredOn chosen
    Indicates that a specific battle took place at or on a particular location or date.
  • C. battledIn
    Indicates that two or more entities engaged in a battle or conflict that took place at a specific location or during a particular event.
  • D. yearOfBattle
    Indicates the specific calendar year in which a particular battle took place.
  • E. isSiegeOf
    Indicates a relationship where one event or action constitutes the military siege of a particular place, target, or entity.
  • F. None of above.

Provenance (6 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eed56ab481909eec289075496260 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42a187e208190ba58c0d9f68aaef8 completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a8b49b88190864aa55f49916a87 completed March 1, 2026, 12:01 p.m.
NED2 Entity disambiguation (via description) batch_69a42b030ccc819086ae0c96ca1ba4a8 completed March 1, 2026, 12:03 p.m.
PD Predicate disambiguation batch_69a2edd6736c81909a6ca549f77b4345 completed Feb. 28, 2026, 1:29 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.