Triple
T3604545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luftflotte 2 |
E76337
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Luftwaffe formations
Luftwaffe formations were the organized air force units of Nazi Germany during World War II, encompassing various operational and administrative structures such as air fleets, wings, and squadrons.
|
E371426
|
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 formations | Statement: [Luftflotte 2, category, Luftwaffe formations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luftwaffe formations Context triple: [Luftflotte 2, category, Luftwaffe formations]
-
A.
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.
-
B.
Jagdgeschwader
Jagdgeschwader were specialized German fighter wings, notably used in World War I and II, that grouped several fighter squadrons under a single command for concentrated air combat operations.
-
C.
Reichswehr air units
The Reichswehr air units were the small, tightly restricted aviation formations of Germany’s interwar Reichswehr, operating under severe limitations imposed by the Treaty of Versailles before the creation of the Luftwaffe.
-
D.
Luftwaffe night fighter force
The Luftwaffe night fighter force was Nazi Germany’s specialized air arm during World War II tasked with intercepting and destroying Allied bombers in nocturnal air defense operations.
-
E.
Jagdgeschwader 77
Jagdgeschwader 77 was a Luftwaffe fighter wing of Nazi Germany during World War II, noted for its extensive combat operations and several high-scoring fighter aces.
- 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 formations Triple: [Luftflotte 2, category, Luftwaffe formations]
Generated description
Luftwaffe formations were the organized air force units of Nazi Germany during World War II, encompassing various operational and administrative structures such as air fleets, wings, and squadrons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luftwaffe formations Target entity description: Luftwaffe formations were the organized air force units of Nazi Germany during World War II, encompassing various operational and administrative structures such as air fleets, wings, and squadrons.
-
A.
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.
-
B.
Jagdgeschwader
Jagdgeschwader were specialized German fighter wings, notably used in World War I and II, that grouped several fighter squadrons under a single command for concentrated air combat operations.
-
C.
Reichswehr air units
The Reichswehr air units were the small, tightly restricted aviation formations of Germany’s interwar Reichswehr, operating under severe limitations imposed by the Treaty of Versailles before the creation of the Luftwaffe.
-
D.
Luftwaffe night fighter force
The Luftwaffe night fighter force was Nazi Germany’s specialized air arm during World War II tasked with intercepting and destroying Allied bombers in nocturnal air defense operations.
-
E.
Jagdgeschwader 77
Jagdgeschwader 77 was a Luftwaffe fighter wing of Nazi Germany during World War II, noted for its extensive combat operations and several high-scoring fighter aces.
- 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_69ad85d93dcc819094fba90cf70f4996 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc1e07bc481908d9fce18d36d8e0d |
completed | March 8, 2026, 6:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b40320a0308190b2f358fe1488ed98 |
completed | March 13, 2026, 12:29 p.m. |
| NEDg | Description generation | batch_69b4041bc85c8190948b7e47aef0e0d0 |
completed | March 13, 2026, 12:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b408778220819086935bfa9c0dd4fd |
completed | March 13, 2026, 12:52 p.m. |
Created at: March 8, 2026, 3:22 p.m.