Triple

T702167
Position Surface form Disambiguated ID Type / Status
Subject French First Army E14021 entity
Predicate engagement P1256 FINISHED
Object German Spring Offensive (1918)
The German Spring Offensive of 1918 was a major series of German attacks on the Western Front during World War I, launched in a final attempt to break Allied lines before American forces could fully deploy.
E86065 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 Spring Offensive (1918) | Statement: [French First Army, engagement, German Spring Offensive (1918)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Spring Offensive (1918)
Context triple: [French First Army, engagement, German Spring Offensive (1918)]
  • A. Hundred Days Offensive
    The Hundred Days Offensive was the final series of Allied attacks on the Western Front in 1918 that decisively broke German resistance and led to the end of World War I.
  • B. Brusilov Offensive
    The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
  • 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. Rhineland campaign
    The Rhineland campaign was a major Allied offensive in early 1945 aimed at clearing German forces from west of the Rhine River as a prelude to the final invasion of Nazi Germany.
  • 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: German Spring Offensive (1918)
Triple: [French First Army, engagement, German Spring Offensive (1918)]
Generated description
The German Spring Offensive of 1918 was a major series of German attacks on the Western Front during World War I, launched in a final attempt to break Allied lines before American forces could fully deploy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Spring Offensive (1918)
Target entity description: The German Spring Offensive of 1918 was a major series of German attacks on the Western Front during World War I, launched in a final attempt to break Allied lines before American forces could fully deploy.
  • A. Hundred Days Offensive
    The Hundred Days Offensive was the final series of Allied attacks on the Western Front in 1918 that decisively broke German resistance and led to the end of World War I.
  • B. Brusilov Offensive
    The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
  • 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. Rhineland campaign
    The Rhineland campaign was a major Allied offensive in early 1945 aimed at clearing German forces from west of the Rhine River as a prelude to the final invasion of Nazi Germany.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a530f8948190ab56132d5a2ab5ef completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a63753a1288190babecc0c0b289e85 completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a6380123288190b5b5f6453702af5e completed March 3, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_69a638bdb82c819087ff374e07bf519e completed March 3, 2026, 1:26 a.m.
Created at: March 1, 2026, 7:36 p.m.