Triple

T6903748
Position Surface form Disambiguated ID Type / Status
Subject Reichswehr air units E159554 entity
Predicate usedCoverOrganization P65448 FINISHED
Object Deutsche Verkehrsfliegerschule
Deutsche Verkehrsfliegerschule was a covert German flight training organization in the interwar period that secretly prepared military pilots under the guise of civilian aviation instruction.
E626570 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: Deutsche Verkehrsfliegerschule | Statement: [Reichswehr air units, usedCoverOrganization, Deutsche Verkehrsfliegerschule]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deutsche Verkehrsfliegerschule
Context triple: [Reichswehr air units, usedCoverOrganization, Deutsche Verkehrsfliegerschule]
  • A. DFS (Deutsche Forschungsanstalt für Segelflug)
    DFS (Deutsche Forschungsanstalt für Segelflug) was a German research institute specializing in glider and aeronautical development, notable for pioneering work in sailplane design and early aerodynamics.
  • B. Heinkel Club Deutschland
    Heinkel Club Deutschland is a German enthusiasts’ organization dedicated to preserving, restoring, and supporting owners of Heinkel Tourist scooters and related Heinkel vehicles.
  • C. Oberpfaffenhofen
    Oberpfaffenhofen is a Bavarian research hub best known for hosting one of Germany’s major aerospace and space technology centers.
  • D. East German Air Force
    The East German Air Force was the aerial warfare branch of the National People's Army of the former German Democratic Republic, operating under Warsaw Pact command during the Cold War.
  • E. German Air Force
    The German Air Force is the aerial warfare branch of Germany’s armed forces, responsible for national air defense, air operations, and support of NATO 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: Deutsche Verkehrsfliegerschule
Triple: [Reichswehr air units, usedCoverOrganization, Deutsche Verkehrsfliegerschule]
Generated description
Deutsche Verkehrsfliegerschule was a covert German flight training organization in the interwar period that secretly prepared military pilots under the guise of civilian aviation instruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deutsche Verkehrsfliegerschule
Target entity description: Deutsche Verkehrsfliegerschule was a covert German flight training organization in the interwar period that secretly prepared military pilots under the guise of civilian aviation instruction.
  • A. DFS (Deutsche Forschungsanstalt für Segelflug)
    DFS (Deutsche Forschungsanstalt für Segelflug) was a German research institute specializing in glider and aeronautical development, notable for pioneering work in sailplane design and early aerodynamics.
  • B. Heinkel Club Deutschland
    Heinkel Club Deutschland is a German enthusiasts’ organization dedicated to preserving, restoring, and supporting owners of Heinkel Tourist scooters and related Heinkel vehicles.
  • C. Oberpfaffenhofen
    Oberpfaffenhofen is a Bavarian research hub best known for hosting one of Germany’s major aerospace and space technology centers.
  • D. East German Air Force
    The East German Air Force was the aerial warfare branch of the National People's Army of the former German Democratic Republic, operating under Warsaw Pact command during the Cold War.
  • E. German Air Force
    The German Air Force is the aerial warfare branch of Germany’s armed forces, responsible for national air defense, air operations, and support of NATO missions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usedCoverOrganization
Context triple: [Reichswehr air units, usedCoverOrganization, Deutsche Verkehrsfliegerschule]
  • A. usesCoverOrganizations
    Indicates that an entity operates through or makes use of front or intermediary organizations to conceal its true identity, role, or activities.
  • B. usedCover chosen
    Indicates that one entity employed another entity as a protective or concealing cover in a given context.
  • C. usesOrganization
    Indicates that one entity makes use of, relies on, or operates through a particular organization to perform its functions or activities.
  • D. usedInOrganization
    Indicates that something (such as a tool, method, or resource) is employed or applied within a particular organization.
  • E. endedOrganization
    Indicates that an organization has ceased to exist or operate, marking the termination of its existence or activities.
  • 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_69c6883822e0819091e321526f20ae0a completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d989c13081908a2e346cde9e3a50 completed March 27, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748f6640481908b74903a47e1eb18 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749657f14819091e01c3cb6a0cdc4 completed March 28, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c749e8e1588190886fa72e0661d673 completed March 28, 2026, 3:24 a.m.
PD Predicate disambiguation batch_69c6d7b7681481909ec50509b19fcf81 completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:25 p.m.