Triple
T990806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manstein Plan |
E21384
|
entity |
| Predicate | basedOnDoctrine |
P4473
|
FINISHED |
| Object |
Blitzkrieg
Blitzkrieg was a German military strategy in World War II that emphasized rapid, coordinated attacks using armor, infantry, and air power to quickly overwhelm opponents.
|
E117695
|
NE FINISHED |
How this triple was built (5 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: Blitzkrieg | Statement: [Manstein Plan, basedOnDoctrine, Blitzkrieg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blitzkrieg Context triple: [Manstein Plan, basedOnDoctrine, Blitzkrieg]
-
A.
Schlieffen Plan
The Schlieffen Plan was Imperial Germany’s pre–World War I military strategy for a rapid, decisive victory in the West—primarily by swiftly defeating France—before turning to fight Russia in the East.
-
B.
Operation Mars
Operation Mars was a major Soviet offensive launched in November 1942 against Germany’s Army Group Centre on the Eastern Front during World War II.
-
C.
Unternehmen Barbarossa
Unternehmen Barbarossa was Nazi Germany’s massive 1941 invasion of the Soviet Union during World War II, intended to quickly defeat the USSR but ultimately resulting in a prolonged and disastrous campaign for the Germans.
-
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.
Soviet-German Front
The Soviet-German Front was the vast and brutal World War II battlefield between Nazi Germany and the Soviet Union, marked by some of the largest and deadliest military operations in history.
- 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: Blitzkrieg Triple: [Manstein Plan, basedOnDoctrine, Blitzkrieg]
Generated description
Blitzkrieg was a German military strategy in World War II that emphasized rapid, coordinated attacks using armor, infantry, and air power to quickly overwhelm opponents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blitzkrieg Target entity description: Blitzkrieg was a German military strategy in World War II that emphasized rapid, coordinated attacks using armor, infantry, and air power to quickly overwhelm opponents.
-
A.
Schlieffen Plan
The Schlieffen Plan was Imperial Germany’s pre–World War I military strategy for a rapid, decisive victory in the West—primarily by swiftly defeating France—before turning to fight Russia in the East.
-
B.
Operation Mars
Operation Mars was a major Soviet offensive launched in November 1942 against Germany’s Army Group Centre on the Eastern Front during World War II.
-
C.
Unternehmen Barbarossa
Unternehmen Barbarossa was Nazi Germany’s massive 1941 invasion of the Soviet Union during World War II, intended to quickly defeat the USSR but ultimately resulting in a prolonged and disastrous campaign for the Germans.
-
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.
Soviet-German Front
The Soviet-German Front was the vast and brutal World War II battlefield between Nazi Germany and the Soviet Union, marked by some of the largest and deadliest military operations in history.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: basedOnDoctrine Context triple: [Manstein Plan, basedOnDoctrine, Blitzkrieg]
-
A.
usesDoctrine
chosen
Indicates that one entity applies, follows, or relies on a particular doctrine in its actions or reasoning.
-
B.
containsDoctrine
Indicates that one entity includes, embodies, or incorporates the doctrine, principles, or teachings represented by another entity.
-
C.
createdDoctrine
Indicates that an entity originated, formulated, or established a particular doctrine, theory, or set of principles.
-
D.
concernsDoctrine
Indicates that something is related or pertains specifically to a particular doctrine or set of doctrinal principles.
-
E.
confirmedDoctrine
Indicates that an authority has officially validated, endorsed, or ratified a particular doctrine as true or acceptable.
- F. None of above.
Provenance (6 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_69a493c383dc8190a03257f22d4b4183 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4ac27e081908f132115464667b2 |
completed | March 1, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac258d9f4c8190b285455410b30575 |
completed | March 7, 2026, 1:18 p.m. |
| NEDg | Description generation | batch_69ac267e4fa08190895fa6809d0decb8 |
completed | March 7, 2026, 1:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac271c8ad081909c1f1629e0793c40 |
completed | March 7, 2026, 1:24 p.m. |
| PD | Predicate disambiguation | batch_69a4b2adbde48190b07966d0c3179516 |
completed | March 1, 2026, 9:42 p.m. |
Created at: March 1, 2026, 7:41 p.m.