Triple
T6678671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Second Army |
E151921
|
entity |
| Predicate | opponentIn |
P58158
|
FINISHED |
| Object | First Battle of the Marne |
E18802
|
NE FINISHED |
How this triple was built (3 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: First Battle of the Marne | Statement: [German Second Army, opponentIn, First Battle of the Marne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: First Battle of the Marne Context triple: [German Second Army, opponentIn, First Battle of the Marne]
-
A.
First Battle of the Marne
chosen
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.
-
B.
First Battle of the Aisne
The First Battle of the Aisne was a World War I engagement in September 1914 in northern France, where Allied forces pursued retreating German armies and the fighting solidified into the trench warfare that would characterize much of the Western Front.
-
C.
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.
-
D.
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.
-
E.
Battle of Le Cateau
The Battle of Le Cateau was a major early World War I engagement in August 1914, in which retreating British forces mounted a hard-fought defensive stand against advancing German armies in northern France.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: opponentIn Context triple: [German Second Army, opponentIn, First Battle of the Marne]
-
A.
opponentInCase
Indicates that two parties are on opposing sides in the same legal case or proceeding.
-
B.
opponentInScenario
chosen
Indicates that one entity is an adversary or rival of another within a specific scenario, context, or situation.
-
C.
opponentState
Indicates the condition or status that an opposing party or competitor is currently in within a given context or interaction.
-
D.
opponentObjective
Indicates that one entity is the target or goal that an opposing entity aims to counter, defeat, or prevent from succeeding.
-
E.
opponentStrategy
Indicates that one entity employs or represents a strategic plan specifically designed to counter or compete against another entity.
- F. None of above.
Provenance (4 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_69c687f830bc81909eb8b04dbb8450b1 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6c0aa8c5c8190a302b261f11b70cb |
completed | March 27, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a6a2c008190bc926b5d095c3ca9 |
completed | March 28, 2026, 12:01 a.m. |
| PD | Predicate disambiguation | batch_69c6ad0b6d00819086205b8ce30dd045 |
completed | March 27, 2026, 4:15 p.m. |
Created at: March 27, 2026, 2:03 p.m.