Triple

T7465532
Position Surface form Disambiguated ID Type / Status
Subject German Army military schools E176363 entity
Predicate hasPart P35 FINISHED
Object Heereskraftfahrschulen
Heereskraftfahrschulen were specialized German Army training schools focused on instructing soldiers in military vehicle driving and motor transport operations.
 E666146 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: Heereskraftfahrschulen | Statement: [German Army military schools, hasPart, Heereskraftfahrschulen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heereskraftfahrschulen
Context triple: [German Army military schools, hasPart, Heereskraftfahrschulen]
  • A. 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.
  • B. Transportation School
    The Transportation School is a U.S. Army training institution responsible for educating and developing soldiers in transportation, distribution, and deployment operations.
  • C. Drill Instructor School
    Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
  • D. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • E. 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.
  • 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: Heereskraftfahrschulen
Triple: [German Army military schools, hasPart, Heereskraftfahrschulen]
Generated description
Heereskraftfahrschulen were specialized German Army training schools focused on instructing soldiers in military vehicle driving and motor transport operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heereskraftfahrschulen
Target entity description: Heereskraftfahrschulen were specialized German Army training schools focused on instructing soldiers in military vehicle driving and motor transport operations.
  • A. 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.
  • B. Transportation School
    The Transportation School is a U.S. Army training institution responsible for educating and developing soldiers in transportation, distribution, and deployment operations.
  • C. Drill Instructor School
    Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
  • D. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • E. 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.
  • 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.