Triple

T30112
Position Surface form Disambiguated ID Type / Status
Subject Luftwaffe E601 entity
Predicate roleInConflict P268 FINISHED
Object Blitzkrieg campaigns
Blitzkrieg campaigns were rapid, coordinated military offensives characterized by the integration of fast-moving ground forces with concentrated air power to achieve swift and decisive victories.
E6099 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 campaigns | Statement: [Luftwaffe, roleInConflict, Blitzkrieg campaigns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blitzkrieg campaigns
Context triple: [Luftwaffe, roleInConflict, Blitzkrieg campaigns]
  • A. September Campaign
    The September Campaign was the 1939 German and Soviet invasion of Poland that marked the beginning of World War II in Europe.
  • B. Panzer Army Africa
    Panzer Army Africa was a German-Italian armored field army commanded by Erwin Rommel that fought in the North African Campaign of World War II.
  • C. 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.
  • D. Operation Barbarossa
    Operation Barbarossa was Nazi Germany’s massive 1941 invasion of the Soviet Union, marking a pivotal and brutal turning point on the Eastern Front of World War II.
  • E. Operation Bagration
    Operation Bagration was a massive 1944 Soviet offensive on the Eastern Front that destroyed much of Germany’s Army Group Centre and marked a decisive turning point 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: Blitzkrieg campaigns
Triple: [Luftwaffe, roleInConflict, Blitzkrieg campaigns]
Generated description
Blitzkrieg campaigns were rapid, coordinated military offensives characterized by the integration of fast-moving ground forces with concentrated air power to achieve swift and decisive victories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blitzkrieg campaigns
Target entity description: Blitzkrieg campaigns were rapid, coordinated military offensives characterized by the integration of fast-moving ground forces with concentrated air power to achieve swift and decisive victories.
  • A. September Campaign
    The September Campaign was the 1939 German and Soviet invasion of Poland that marked the beginning of World War II in Europe.
  • B. Panzer Army Africa
    Panzer Army Africa was a German-Italian armored field army commanded by Erwin Rommel that fought in the North African Campaign of World War II.
  • C. 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.
  • D. Battle of Kursk
    The Battle of Kursk was a major 1943 Eastern Front clash between Nazi Germany and the Soviet Union, renowned as the largest tank battle in history and a decisive turning point in World War II.
  • E. Operation Barbarossa
    Operation Barbarossa was Nazi Germany’s massive 1941 invasion of the Soviet Union, marking a pivotal and brutal turning point on the Eastern Front of World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: roleInConflict
Context triple: [Luftwaffe, roleInConflict, Blitzkrieg campaigns]
  • A. conflictIn
    Indicates that one entity is involved in, associated with, or occurs within a particular conflict or dispute.
  • B. conflictType
    Indicates the specific kind or category of conflict that characterizes the relationship or interaction between entities.
  • C. role chosen
    Indicates the function, position, or responsibility that one entity holds in relation to another within a given context.
  • D. conflictSide
    Indicates that an entity participates as a distinct party or faction on one side of a conflict or dispute.
  • E. officeContested
    Indicates that a particular office or position is being actively sought or challenged by multiple parties in an election or selection process.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a2490d80a0819083bf604c1229e903 completed Feb. 28, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2552eef10819094c0900499fb2d8f completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a2587d06a8819090b5988f9bf22344 completed Feb. 28, 2026, 2:52 a.m.
NED2 Entity disambiguation (via description) batch_69a259457a4c8190808438f6ec06d8f9 completed Feb. 28, 2026, 2:56 a.m.
PD Predicate disambiguation batch_69a2486eb01881909241540dda28e1ff completed Feb. 28, 2026, 1:44 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.