Triple

T17263536
Position Surface form Disambiguated ID Type / Status
Subject Battle of Saint-Quentin (1918) E419063 entity
Predicate campaign P1067 FINISHED
Object German 1918 Western Front campaign
The German 1918 Western Front campaign was a series of major spring offensives launched by Germany in World War I in a final attempt to break the stalemate and defeat the Allied forces before American military power could fully deploy.
E1258467 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: German 1918 Western Front campaign | Statement: [Battle of Saint-Quentin (1918), campaign, German 1918 Western Front campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German 1918 Western Front campaign
Context triple: [Battle of Saint-Quentin (1918), campaign, German 1918 Western Front campaign]
  • A. Western Front 1914–1918
    Western Front 1914–1918 refers to the main European theatre of World War I, characterized by trench warfare and prolonged battles between the Allied and Central Powers from the North Sea to the Swiss border.
  • B. German Army on the Western Front
    The German Army on the Western Front was the primary land force of Imperial Germany engaged in trench warfare and major battles against the Allied powers in France and Belgium during World War I.
  • C. German 1915 summer offensive on the Eastern Front
    The German 1915 summer offensive on the Eastern Front was a major World War I campaign in which German and Austro-Hungarian forces launched large-scale attacks that pushed Russian armies back hundreds of kilometers and captured key cities and fortresses.
  • D. Lorraine Campaign (World War I)
    The Lorraine Campaign (World War I) was a 1918 American-led offensive on the Western Front in northeastern France, aimed at pushing back German forces and securing the Lorraine region near the war’s end.
  • E. Battles of the Western Front (World War I)
    Battles of the Western Front (World War I) were a series of major land engagements primarily between German forces and the Allied powers along a fortified line stretching from the North Sea to the Swiss border, characterized by trench warfare and massive casualties.
  • 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: German 1918 Western Front campaign
Triple: [Battle of Saint-Quentin (1918), campaign, German 1918 Western Front campaign]
Generated description
The German 1918 Western Front campaign was a series of major spring offensives launched by Germany in World War I in a final attempt to break the stalemate and defeat the Allied forces before American military power could fully deploy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German 1918 Western Front campaign
Target entity description: The German 1918 Western Front campaign was a series of major spring offensives launched by Germany in World War I in a final attempt to break the stalemate and defeat the Allied forces before American military power could fully deploy.
  • A. Western Front 1914–1918
    Western Front 1914–1918 refers to the main European theatre of World War I, characterized by trench warfare and prolonged battles between the Allied and Central Powers from the North Sea to the Swiss border.
  • B. German Army on the Western Front
    The German Army on the Western Front was the primary land force of Imperial Germany engaged in trench warfare and major battles against the Allied powers in France and Belgium during World War I.
  • C. German 1915 summer offensive on the Eastern Front
    The German 1915 summer offensive on the Eastern Front was a major World War I campaign in which German and Austro-Hungarian forces launched large-scale attacks that pushed Russian armies back hundreds of kilometers and captured key cities and fortresses.
  • D. Lorraine Campaign (World War I)
    The Lorraine Campaign (World War I) was a 1918 American-led offensive on the Western Front in northeastern France, aimed at pushing back German forces and securing the Lorraine region near the war’s end.
  • E. Battles of the Western Front (World War I)
    Battles of the Western Front (World War I) were a series of major land engagements primarily between German forces and the Allied powers along a fortified line stretching from the North Sea to the Swiss border, characterized by trench warfare and massive casualties.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4379848190add32ba8e5f93527 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0171041f2c81909bf52025d68912fc completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a0171c1b5fc81908455cda0df277ea9 completed May 11, 2026, 6:05 a.m.
NED2 Entity disambiguation (via description) batch_6a01724c4e34819099168d7303a31498 completed May 11, 2026, 6:08 a.m.
Created at: April 10, 2026, 5:40 a.m.