Triple
T1983194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anthony McAuliffe |
E43075
|
entity |
| Predicate | hasCause |
P708
|
FINISHED |
| Object | World War II German offensive in Ardennes |
E726
|
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: World War II German offensive in Ardennes | Statement: [Anthony McAuliffe, hasCause, World War II German offensive in Ardennes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World War II German offensive in Ardennes Context triple: [Anthony McAuliffe, hasCause, World War II German offensive in Ardennes]
-
A.
Battle of the Bulge
chosen
The Battle of the Bulge was a major German offensive in the winter of 1944–1945 on the Western Front, notable as the last significant Nazi counterattack and one of the bloodiest battles fought by U.S. forces in World War II.
-
B.
Rhineland campaign
The Rhineland campaign was a major Allied offensive in early 1945 aimed at clearing German forces from west of the Rhine River as a prelude to the final invasion of Nazi Germany.
-
C.
Lorraine campaign
The Lorraine campaign was a World War II Allied offensive in northeastern France in 1944, led by General George S. Patton’s Third Army, aimed at driving German forces back toward the German border.
-
D.
Battle of the Ruhr
The Battle of the Ruhr was a major World War II strategic bombing campaign in 1943 in which the Allies targeted Germany’s industrial heartland in the Ruhr region to cripple its war production.
-
E.
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.
- 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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb81f5dac8190b5223fe2d59ee0d4 |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae032e1f648190acb502b9f82fe8c2 |
completed | March 8, 2026, 11:15 p.m. |
Created at: March 4, 2026, 7:37 p.m.