Triple
T12636358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Soissons (1918) |
E301772
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
German Aisne-Marne offensive
The German Aisne-Marne offensive was a major German attack on the Western Front in World War I, launched in 1918 as part of the Spring Offensive in an attempt to break Allied lines in France 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 Aisne-Marne offensive | Statement: [Battle of Soissons (1918), precededBy, German Aisne-Marne offensive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German Aisne-Marne offensive Context triple: [Battle of Soissons (1918), precededBy, German Aisne-Marne offensive]
-
A.
Arras Offensive
The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
-
B.
Nivelle Offensive
The Nivelle Offensive was a major but ultimately disastrous French-led Allied attack on the Western Front in 1917, intended to break the stalemate of trench warfare but resulting in heavy casualties and widespread mutinies in the French Army.
-
C.
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.
-
D.
Meuse–Argonne Offensive
The Meuse–Argonne Offensive was a major World War I Allied campaign on the Western Front in 1918, involving large-scale American forces and contributing significantly to the final defeat of Germany.
-
E.
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.
- 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 Aisne-Marne offensive Triple: [Battle of Soissons (1918), precededBy, German Aisne-Marne offensive]
Generated description
The German Aisne-Marne offensive was a major German attack on the Western Front in World War I, launched in 1918 as part of the Spring Offensive in an attempt to break Allied lines in France before American forces could fully deploy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German Aisne-Marne offensive Target entity description: The German Aisne-Marne offensive was a major German attack on the Western Front in World War I, launched in 1918 as part of the Spring Offensive in an attempt to break Allied lines in France before American forces could fully deploy.
-
A.
Arras Offensive
The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
-
B.
Nivelle Offensive
The Nivelle Offensive was a major but ultimately disastrous French-led Allied attack on the Western Front in 1917, intended to break the stalemate of trench warfare but resulting in heavy casualties and widespread mutinies in the French Army.
-
C.
German Spring Offensive (1918)
chosen
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.
-
D.
Meuse–Argonne Offensive
The Meuse–Argonne Offensive was a major World War I Allied campaign on the Western Front in 1918, involving large-scale American forces and contributing significantly to the final defeat of Germany.
-
E.
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.
- F. None of above.
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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96147f49c8190b701e1e27e207a95 |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f66873706c8190a9908d1a8629b1c5 |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f669a5d43c81909881cfd1f3797d4c |
completed | May 2, 2026, 9:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66a2da60881909b0a689821456bb4 |
completed | May 2, 2026, 9:18 p.m. |
Created at: April 9, 2026, 5:16 p.m.