Triple
T425860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ardennes Forest |
E9605
|
entity |
| Predicate | offensiveLaunchedThrough |
P12196
|
FINISHED |
| Object | German invasion of France 1940 |
E2847
|
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: German invasion of France 1940 | Statement: [Ardennes Forest, offensiveLaunchedThrough, German invasion of France 1940]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German invasion of France 1940 Context triple: [Ardennes Forest, offensiveLaunchedThrough, German invasion of France 1940]
-
A.
Battle of France
chosen
The Battle of France was the 1940 German campaign that rapidly defeated France and the Low Countries, leading to the fall of Paris and the occupation of much of Western Europe in World War II.
-
B.
Italian invasion of France
The Italian invasion of France was a brief 1940 military offensive by Fascist Italy against southeastern France, launched in coordination with Nazi Germany during the final phase of the Battle of France in World War II.
-
C.
Battle of Dunkirk
The Battle of Dunkirk was a crucial 1940 World War II engagement in which Allied forces, surrounded by German troops in northern France, were evacuated across the English Channel in the massive Dunkirk evacuation.
-
D.
Operation Overlord
Operation Overlord was the Allied invasion of German-occupied Western Europe during World War II, beginning with the Normandy landings and leading to the liberation of France.
-
E.
Operation Weserübung
Operation Weserübung was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
- 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: offensiveLaunchedThrough Context triple: [Ardennes Forest, offensiveLaunchedThrough, German invasion of France 1940]
-
A.
attackType
Indicates the specific method, style, or category of attack used in an aggressive or hostile action between entities.
-
B.
attackedIn
chosen
Indicates that one entity carried out an attack in the location, context, or time frame specified by another entity or value.
-
C.
coordinatedAttacksAlsoTargeted
Indicates that in a set of coordinated attacks, the same target was also attacked as part of those coordinated actions.
-
D.
fightingOutOf
Indicates that an individual is competing or representing themselves in a fight or match while being officially associated with a particular location, camp, or organization.
-
E.
mainAttacker
Indicates that an entity is the primary or leading aggressor responsible for initiating or carrying out an attack 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eed56ab481909eec289075496260 |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4366960dc81908708bd168aa3a278 |
completed | March 1, 2026, 12:51 p.m. |
| PD | Predicate disambiguation | batch_69a2edd6736c81909a6ca549f77b4345 |
completed | Feb. 28, 2026, 1:29 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.