Triple

T17705435
Position Surface form Disambiguated ID Type / Status
Subject Luftwaffe training regulations E441417 entity
Predicate usedIn P98 FINISHED
Object Luftwaffe flight schools
Luftwaffe flight schools were specialized German military aviation institutions responsible for training and preparing pilots and aircrew for service in the Luftwaffe, particularly during the Nazi era and World War II.
E626570 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 flight schools | Statement: [Luftwaffe training regulations, usedIn, Luftwaffe flight schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luftwaffe flight schools
Context triple: [Luftwaffe training regulations, usedIn, Luftwaffe flight schools]
  • A. Heeresluftschutzschulen
    Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
  • B. 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.
  • C. Heeresversuchsschulen
    Heeresversuchsschulen were specialized German Army experimental schools focused on testing and developing new military technologies and tactics.
  • D. College of Flying Training
    The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
  • E. 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.
  • 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 flight schools
Triple: [Luftwaffe training regulations, usedIn, Luftwaffe flight schools]
Generated description
Luftwaffe flight schools were specialized German military aviation institutions responsible for training and preparing pilots and aircrew for service in the Luftwaffe, particularly during the Nazi era and World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luftwaffe flight schools
Target entity description: Luftwaffe flight schools were specialized German military aviation institutions responsible for training and preparing pilots and aircrew for service in the Luftwaffe, particularly during the Nazi era and World War II.
  • A. Heeresluftschutzschulen
    Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
  • B. Deutsche Verkehrsfliegerschule chosen
    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.
  • C. Heeresversuchsschulen
    Heeresversuchsschulen were specialized German Army experimental schools focused on testing and developing new military technologies and tactics.
  • D. College of Flying Training
    The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
  • E. 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.
  • F. None of above.

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_69d8b9ea20b48190ace88bb46b01e6a9 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47297359481909629c79220e58245 completed April 19, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242ec0b708190add75f3bd08fc446 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a024489b2ac81908741844724d4bdf3 completed May 11, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_6a0244f947f48190ada0b4786926ff52 completed May 11, 2026, 9:07 p.m.
Created at: April 10, 2026, 10:05 a.m.