Triple

T4474664
Position Surface form Disambiguated ID Type / Status
Subject Arado Flugzeugwerke E98577 entity
Predicate developed P73 FINISHED
Object 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.
E498979 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 96 | Statement: [Arado Flugzeugwerke, developed, Arado Ar 96]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arado Ar 96
Context triple: [Arado Flugzeugwerke, developed, Arado Ar 96]
  • A. 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.
  • B. Arado Ar 196
    The Arado Ar 196 was a German World War II shipboard reconnaissance floatplane widely used by the Kriegsmarine for maritime patrol and spotting duties.
  • C. Arado Ar 76
    The Arado Ar 76 was a German single-seat biplane trainer aircraft used by the Luftwaffe in the 1930s for pilot instruction and basic flight training.
  • D. Dornier Do 335 Pfeil
    The Dornier Do 335 Pfeil was a late-World War II German heavy fighter notable for its unique push-pull twin-engine configuration, making it one of the fastest piston-engined aircraft of its time.
  • E. Messerschmitt Me 410
    The Messerschmitt Me 410 was a German World War II twin-engine heavy fighter and fast bomber, developed as an improved successor to earlier problematic designs and used primarily by the Luftwaffe for long-range missions.
  • 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 96
Triple: [Arado Flugzeugwerke, developed, Arado Ar 96]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arado Ar 96
Target entity description: 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.
  • A. 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.
  • B. Arado Ar 196
    The Arado Ar 196 was a German World War II shipboard reconnaissance floatplane widely used by the Kriegsmarine for maritime patrol and spotting duties.
  • C. Arado Ar 76
    The Arado Ar 76 was a German single-seat biplane trainer aircraft used by the Luftwaffe in the 1930s for pilot instruction and basic flight training.
  • D. Dornier Do 335 Pfeil
    The Dornier Do 335 Pfeil was a late-World War II German heavy fighter notable for its unique push-pull twin-engine configuration, making it one of the fastest piston-engined aircraft of its time.
  • E. Messerschmitt Me 410
    The Messerschmitt Me 410 was a German World War II twin-engine heavy fighter and fast bomber, developed as an improved successor to earlier problematic designs and used primarily by the Luftwaffe for long-range missions.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356bb03f48190a2addcd49c9e470d completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69bed8f8a8a08190b403b8c3caf20009 completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bed9c4bd98819089c9d656379a959d completed March 21, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69beda1519348190a09e01ce4464bccc completed March 21, 2026, 5:49 p.m.
Created at: March 12, 2026, 11:35 p.m.