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.