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.