Triple

T2645851
Position Surface form Disambiguated ID Type / Status
Subject Second Battle of the Marne E62980 entity
Predicate precededBy P97 FINISHED
Object Third Battle of the Aisne
The Third Battle of the Aisne was a major German offensive on the Western Front in May–June 1918 during World War I, marked by rapid German advances that threatened Paris before ultimately stalling.
E293068 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: Third Battle of the Aisne | Statement: [Second Battle of the Marne, precededBy, Third Battle of the Aisne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Third Battle of the Aisne
Context triple: [Second Battle of the Marne, precededBy, Third Battle of the Aisne]
  • A. Second Battle of the Marne
    The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
  • B. First Battle of the Aisne
    The First Battle of the Aisne was a World War I engagement in September 1914 in northern France, where Allied forces pursued retreating German armies and the fighting solidified into the trench warfare that would characterize much of the Western Front.
  • C. Battle of Amiens 1870
    The Battle of Amiens (1870) was a Franco-Prussian War engagement in which Prussian forces defeated the French near the city of Amiens in northern France.
  • D. Battle of Verrières Ridge
    The Battle of Verrières Ridge was a major and costly World War II engagement during the Normandy campaign in July 1944, in which Allied forces—particularly Canadian units—fought to seize a strategically vital height south of Caen from entrenched German defenders.
  • E. Battle of Le Cateau
    The Battle of Le Cateau was a major early World War I engagement in August 1914, in which retreating British forces mounted a hard-fought defensive stand against advancing German armies in northern 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: Third Battle of the Aisne
Triple: [Second Battle of the Marne, precededBy, Third Battle of the Aisne]
Generated description
The Third Battle of the Aisne was a major German offensive on the Western Front in May–June 1918 during World War I, marked by rapid German advances that threatened Paris before ultimately stalling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Third Battle of the Aisne
Target entity description: The Third Battle of the Aisne was a major German offensive on the Western Front in May–June 1918 during World War I, marked by rapid German advances that threatened Paris before ultimately stalling.
  • A. Second Battle of the Marne
    The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
  • B. First Battle of the Aisne
    The First Battle of the Aisne was a World War I engagement in September 1914 in northern France, where Allied forces pursued retreating German armies and the fighting solidified into the trench warfare that would characterize much of the Western Front.
  • C. Battle of Amiens 1870
    The Battle of Amiens (1870) was a Franco-Prussian War engagement in which Prussian forces defeated the French near the city of Amiens in northern France.
  • D. Battle of Verrières Ridge
    The Battle of Verrières Ridge was a major and costly World War II engagement during the Normandy campaign in July 1944, in which Allied forces—particularly Canadian units—fought to seize a strategically vital height south of Caen from entrenched German defenders.
  • E. Battle of Le Cateau
    The Battle of Le Cateau was a major early World War I engagement in August 1914, in which retreating British forces mounted a hard-fought defensive stand against advancing German armies in northern France.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd91846b4819093a063c15e1ee6af completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb672731881909f7df113a279e1a5 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb75ea498819089c79e63052e9696 completed March 10, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69afb83ba6dc8190931d691d3e354bd7 completed March 10, 2026, 6:20 a.m.
Created at: March 6, 2026, 9:53 p.m.