Triple
T2895892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 42nd Infantry Division |
E63938
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object | Aisne-Marne offensive |
E62980
|
NE FINISHED |
How this triple was built (2 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: Aisne-Marne offensive | Statement: [42nd Infantry Division, engagement, Aisne-Marne offensive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aisne-Marne offensive Context triple: [42nd Infantry Division, engagement, 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.
Second Battle of the Marne
chosen
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.
-
C.
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.
-
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.
Battle of Saint-Mihiel
The Battle of Saint-Mihiel was a major World War I engagement in September 1918 that marked the first independent American-led offensive, showcasing the growing strength of the American Expeditionary Forces.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4c45822c8190830c5f2bb97bcfd0 |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe06509808190b673222b9ae3d599 |
completed | March 7, 2026, 8:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b086531854819086ec55f2269c96e0 |
completed | March 10, 2026, 9 p.m. |
Created at: March 6, 2026, 10:08 p.m.