Triple

T4447357
Position Surface form Disambiguated ID Type / Status
Subject Schlieffen Plan E96321 entity
Predicate followedBy P78 FINISHED
Object Race to the Sea
Race to the Sea was a series of World War I maneuvers in 1914 during which German and Allied forces repeatedly tried to outflank each other northward, ultimately extending the Western Front to the North Sea and leading to entrenched stalemate.
E440980 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: Race to the Sea | Statement: [Schlieffen Plan, followedBy, Race to the Sea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Race to the Sea
Context triple: [Schlieffen Plan, followedBy, Race to the Sea]
  • A. Battle of Jutland
    The Battle of Jutland was the largest naval engagement of World War I, fought in 1916 between British and German fleets in the North Sea, and it decisively shaped naval strategy despite its inconclusive tactical outcome.
  • B. 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.
  • C. Fifth Battle of Ypres
    The Fifth Battle of Ypres was a late-1918 Allied offensive on the Western Front in World War I, aimed at pushing German forces back in Flanders during the final Hundred Days campaign.
  • 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 Tannenberg
    The Battle of Tannenberg was a major 1914 Eastern Front clash in World War I in which German forces decisively defeated the Russian Second Army, halting Russia’s early advance into East Prussia.
  • 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: Race to the Sea
Triple: [Schlieffen Plan, followedBy, Race to the Sea]
Generated description
Race to the Sea was a series of World War I maneuvers in 1914 during which German and Allied forces repeatedly tried to outflank each other northward, ultimately extending the Western Front to the North Sea and leading to entrenched stalemate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Race to the Sea
Target entity description: Race to the Sea was a series of World War I maneuvers in 1914 during which German and Allied forces repeatedly tried to outflank each other northward, ultimately extending the Western Front to the North Sea and leading to entrenched stalemate.
  • A. Battle of Jutland
    The Battle of Jutland was the largest naval engagement of World War I, fought in 1916 between British and German fleets in the North Sea, and it decisively shaped naval strategy despite its inconclusive tactical outcome.
  • B. 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.
  • C. Fifth Battle of Ypres
    The Fifth Battle of Ypres was a late-1918 Allied offensive on the Western Front in World War I, aimed at pushing German forces back in Flanders during the final Hundred Days campaign.
  • 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 Tannenberg
    The Battle of Tannenberg was a major 1914 Eastern Front clash in World War I in which German forces decisively defeated the Russian Second Army, halting Russia’s early advance into East Prussia.
  • 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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d31e10819086590b9f828d50b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61386df48819080e44a23b9d67d23 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b617c13d4481909d22d201ce405d3a completed March 15, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b6187687f8819084e2d611e9e31f79 completed March 15, 2026, 2:24 a.m.
Created at: March 12, 2026, 11:32 p.m.