Triple
T6058699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Expeditionary Forces |
E134977
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object | Second Battle of the Marne |
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: Second Battle of the Marne | Statement: [American Expeditionary Forces, engagement, Second Battle of the Marne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Second Battle of the Marne Context triple: [American Expeditionary Forces, engagement, Second Battle of the Marne]
-
A.
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.
-
B.
Second Battle of the Aisne
The Second Battle of the Aisne was a major 1917 World War I offensive by French forces against German positions on the Western Front, notable for its heavy casualties and limited territorial gains.
-
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.
First Battle of the Marne
The First Battle of the Marne was a pivotal 1914 World War I clash in France that halted the German advance toward Paris and ended hopes for a quick German victory on the Western Front.
-
E.
Second Battle of Artois
The Second Battle of Artois was a major Allied offensive on the Western Front in May–June 1915 during World War I, aimed at breaking through German lines in northern France but ultimately resulting in heavy casualties and limited territorial gains.
- 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_69c00878d06881909ee78e88913bf890 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0570e64408190ae7a2504f63bb58a |
completed | March 22, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1414ea324819087dc9267938efb5c |
completed | March 23, 2026, 1:34 p.m. |
Created at: March 22, 2026, 4:10 p.m.