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.