Triple

T7465539
Position Surface form Disambiguated ID Type / Status
Subject German Army military schools E176363 entity
Predicate hasPart P35 FINISHED
Object Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
E666148 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: Heeresluftschutzschulen | Statement: [German Army military schools, hasPart, Heeresluftschutzschulen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heeresluftschutzschulen
Context triple: [German Army military schools, hasPart, Heeresluftschutzschulen]
  • A. Academia de Guerra Aérea
    The Academia de Guerra Aérea is the Chilean Air Force’s advanced war college responsible for higher military education, strategic studies, and professional development of its air officers.
  • B. Escuela de Aviación Militar
    Escuela de Aviación Militar is the main academy of the Argentine Air Force responsible for educating and training its future military pilots and officers.
  • C. 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.
  • D. Bojowe Szkoły
    Bojowe Szkoły was a wartime underground education and training organization for Polish youth, operating within the Szare Szeregi resistance movement during World War II.
  • E. Chuhuiv Military Aviation School of Pilots
    The Chuhuiv Military Aviation School of Pilots was a Soviet military flight training institution in Ukraine known for producing distinguished fighter pilots such as Ivan Kozhedub.
  • 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: Heeresluftschutzschulen
Triple: [German Army military schools, hasPart, Heeresluftschutzschulen]
Generated description
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heeresluftschutzschulen
Target entity description: Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
  • A. Academia de Guerra Aérea
    The Academia de Guerra Aérea is the Chilean Air Force’s advanced war college responsible for higher military education, strategic studies, and professional development of its air officers.
  • B. Escuela de Aviación Militar
    Escuela de Aviación Militar is the main academy of the Argentine Air Force responsible for educating and training its future military pilots and officers.
  • C. 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.
  • D. Bojowe Szkoły
    Bojowe Szkoły was a wartime underground education and training organization for Polish youth, operating within the Szare Szeregi resistance movement during World War II.
  • E. Chuhuiv Military Aviation School of Pilots
    The Chuhuiv Military Aviation School of Pilots was a Soviet military flight training institution in Ukraine known for producing distinguished fighter pilots such as Ivan Kozhedub.
  • 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_69c69f21632481908bf83f6c6da897e3 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3f28f34819080713a8abcc22034 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8346adb3081908f049d8dcd623215 completed March 28, 2026, 8:04 p.m.
NEDg Description generation batch_69c835904be081908fa9317eb5568d82 completed March 28, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69c83624248c8190826f80c6bc95a13e completed March 28, 2026, 8:12 p.m.
Created at: March 27, 2026, 3:40 p.m.