Triple
T4463315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State Secretary of the Reich Air Ministry |
E98309
|
entity |
| Predicate | oversaw |
P760
|
FINISHED |
| Object |
Luftwaffe logistics administration
The Luftwaffe logistics administration was the branch of Nazi Germany’s air force responsible for organizing, supplying, and maintaining its aircraft, personnel, and infrastructure during the Third Reich.
|
E441415
|
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: Luftwaffe logistics administration | Statement: [State Secretary of the Reich Air Ministry, oversaw, Luftwaffe logistics administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luftwaffe logistics administration Context triple: [State Secretary of the Reich Air Ministry, oversaw, Luftwaffe logistics administration]
-
A.
Luftwaffe technical offices
The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.
-
B.
German Air Operations Command
The German Air Operations Command is a key command-level headquarters of the German Air Force responsible for planning, directing, and overseeing its air operations.
-
C.
Fliegerabteilung
Fliegerabteilung were German World War I aviation units responsible primarily for aerial reconnaissance and artillery spotting on behalf of the Imperial German Army.
-
D.
Luftwaffe field divisions
Luftwaffe field divisions were German ground combat units formed from surplus Luftwaffe personnel during World War II, often used as improvised infantry formations on the Eastern and Western Fronts.
-
E.
Luftwaffe
The Luftwaffe was Nazi Germany’s air force during World War II, known for its major role in early Blitzkrieg campaigns and the Battle of Britain.
- 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: Luftwaffe logistics administration Triple: [State Secretary of the Reich Air Ministry, oversaw, Luftwaffe logistics administration]
Generated description
The Luftwaffe logistics administration was the branch of Nazi Germany’s air force responsible for organizing, supplying, and maintaining its aircraft, personnel, and infrastructure during the Third Reich.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luftwaffe logistics administration Target entity description: The Luftwaffe logistics administration was the branch of Nazi Germany’s air force responsible for organizing, supplying, and maintaining its aircraft, personnel, and infrastructure during the Third Reich.
-
A.
Luftwaffe technical offices
The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.
-
B.
German Air Operations Command
The German Air Operations Command is a key command-level headquarters of the German Air Force responsible for planning, directing, and overseeing its air operations.
-
C.
Fliegerabteilung
Fliegerabteilung were German World War I aviation units responsible primarily for aerial reconnaissance and artillery spotting on behalf of the Imperial German Army.
-
D.
Luftwaffe field divisions
Luftwaffe field divisions were German ground combat units formed from surplus Luftwaffe personnel during World War II, often used as improvised infantry formations on the Eastern and Western Fronts.
-
E.
Luftwaffe
The Luftwaffe was Nazi Germany’s air force during World War II, known for its major role in early Blitzkrieg campaigns and the Battle of Britain.
- 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3567913788190ac4f28fbe63a4fa9 |
completed | March 13, 2026, 12:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6284b90708190b557b66bd7533f4e |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b62954b77c8190968f844514656415 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a0cd92c8190a9eee2a9d73fb679 |
completed | March 15, 2026, 3:39 a.m. |
Created at: March 12, 2026, 11:34 p.m.