Triple
T702167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French First Army |
E14021
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object |
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.
|
E86065
|
NE FINISHED |
How this triple was built (4 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 Spring Offensive (1918) | Statement: [French First Army, engagement, German Spring Offensive (1918)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German Spring Offensive (1918) Context triple: [French First Army, engagement, German Spring Offensive (1918)]
-
A.
Hundred Days Offensive
The Hundred Days Offensive was the final series of Allied attacks on the Western Front in 1918 that decisively broke German resistance and led to the end of World War I.
-
B.
Brusilov Offensive
The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
-
C.
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.
-
D.
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.
-
E.
Battle of the Bulge
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: German Spring Offensive (1918) Triple: [French First Army, engagement, German Spring Offensive (1918)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German Spring Offensive (1918) Target entity description: 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.
-
A.
Hundred Days Offensive
The Hundred Days Offensive was the final series of Allied attacks on the Western Front in 1918 that decisively broke German resistance and led to the end of World War I.
-
B.
Brusilov Offensive
The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
-
C.
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.
-
D.
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.
-
E.
Battle of the Bulge
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.
- F. None of above. chosen
Provenance (5 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_69a493494ec48190ae6751683625a9ba |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a530f8948190ab56132d5a2ab5ef |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a63753a1288190babecc0c0b289e85 |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a6380123288190b5b5f6453702af5e |
completed | March 3, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a638bdb82c819087ff374e07bf519e |
completed | March 3, 2026, 1:26 a.m. |
Created at: March 1, 2026, 7:36 p.m.