Triple
T8347080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Blume |
E196066
|
entity |
| Predicate | designed |
P184
|
FINISHED |
| Object |
Arado Ar 95
The Arado Ar 95 was a German two-seat reconnaissance and patrol floatplane developed in the late 1930s for use by the Kriegsmarine.
|
E738287
|
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: Arado Ar 95 | Statement: [Walter Blume, designed, Arado Ar 95]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arado Ar 95 Context triple: [Walter Blume, designed, Arado Ar 95]
-
A.
Arado Ar 96
The Arado Ar 96 was a German single-engine advanced trainer aircraft widely used by the Luftwaffe during World War II for pilot instruction and transition training.
-
B.
Arado Ar 65
The Arado Ar 65 was a German single-seat biplane fighter aircraft of the early 1930s used by the nascent Luftwaffe as one of its first standard fighters.
-
C.
Arado Ar 67
The Arado Ar 67 was a German single-seat biplane fighter prototype developed in the 1930s that did not enter mass production.
-
D.
Arado Ar 79
The Arado Ar 79 was a German two-seat touring and training monoplane of the late 1930s, known for its sleek design and use in sport and record-setting flights.
-
E.
Arado Ar 68
The Arado Ar 68 was a German single-seat biplane fighter aircraft of the 1930s used by the Luftwaffe in the period leading up to 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: Arado Ar 95 Triple: [Walter Blume, designed, Arado Ar 95]
Generated description
The Arado Ar 95 was a German two-seat reconnaissance and patrol floatplane developed in the late 1930s for use by the Kriegsmarine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arado Ar 95 Target entity description: The Arado Ar 95 was a German two-seat reconnaissance and patrol floatplane developed in the late 1930s for use by the Kriegsmarine.
-
A.
Arado Ar 96
The Arado Ar 96 was a German single-engine advanced trainer aircraft widely used by the Luftwaffe during World War II for pilot instruction and transition training.
-
B.
Arado Ar 65
The Arado Ar 65 was a German single-seat biplane fighter aircraft of the early 1930s used by the nascent Luftwaffe as one of its first standard fighters.
-
C.
Arado Ar 67
The Arado Ar 67 was a German single-seat biplane fighter prototype developed in the 1930s that did not enter mass production.
-
D.
Arado Ar 79
The Arado Ar 79 was a German two-seat touring and training monoplane of the late 1930s, known for its sleek design and use in sport and record-setting flights.
-
E.
Arado Ar 68
The Arado Ar 68 was a German single-seat biplane fighter aircraft of the 1930s used by the Luftwaffe in the period leading up to World War II.
- 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_69ca82edd63c8190b876b8465464c5fa |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb8013d81c81908da48466cffb3939 |
completed | March 31, 2026, 8:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4d941ca081909cc03949304c5052 |
completed | April 2, 2026, 11:05 a.m. |
| NEDg | Description generation | batch_69ce4f556a408190b404481a32b2457b |
completed | April 2, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce503737a4819083ebf9f410eac826 |
completed | April 2, 2026, 11:17 a.m. |
Created at: March 30, 2026, 5:58 p.m.