Triple

T17705334
Position Surface form Disambiguated ID Type / Status
Subject Luftwaffe logistics administration E441415 entity
Predicate supportedBranch P68040 FINISHED
Object Luftwaffe transport units
Luftwaffe transport units were the air transport formations of Nazi Germany’s air force, responsible for moving troops, equipment, and supplies by air during World War II.
E1283832 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 transport units | Statement: [Luftwaffe logistics administration, supportedBranch, Luftwaffe transport units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luftwaffe transport units
Context triple: [Luftwaffe logistics administration, supportedBranch, Luftwaffe transport units]
  • A. Luftwaffe logistics administration
    The Luftwaffe logistics administration was the branch of Nazi Germany’s air force responsible for organizing, supplying, and maintaining its aircraft, personnel, and infrastructure during the Third Reich.
  • B. Luftgaukommando
    Luftgaukommando was a regional air district command of the German Luftwaffe responsible for administrative, logistical, and air defense functions within a designated geographic area during the Nazi era.
  • C. Fliegerkorps
    Fliegerkorps were major operational air corps of the German Luftwaffe, responsible for commanding and coordinating large-scale air operations during World War II.
  • D. Luftpolizei
    Luftpolizei was the aviation-related branch of East Germany’s Kasernierte Volkspolizei, serving as a precursor to the country’s later air force structures.
  • E. Reichswehr air units
    The Reichswehr air units were the small, tightly restricted aviation formations of Germany’s interwar Reichswehr, operating under severe limitations imposed by the Treaty of Versailles before the creation of the Luftwaffe.
  • 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 transport units
Triple: [Luftwaffe logistics administration, supportedBranch, Luftwaffe transport units]
Generated description
Luftwaffe transport units were the air transport formations of Nazi Germany’s air force, responsible for moving troops, equipment, and supplies by air during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luftwaffe transport units
Target entity description: Luftwaffe transport units were the air transport formations of Nazi Germany’s air force, responsible for moving troops, equipment, and supplies by air during World War II.
  • A. Luftwaffe logistics administration
    The Luftwaffe logistics administration was the branch of Nazi Germany’s air force responsible for organizing, supplying, and maintaining its aircraft, personnel, and infrastructure during the Third Reich.
  • B. Luftgaukommando
    Luftgaukommando was a regional air district command of the German Luftwaffe responsible for administrative, logistical, and air defense functions within a designated geographic area during the Nazi era.
  • C. Fliegerkorps
    Fliegerkorps were major operational air corps of the German Luftwaffe, responsible for commanding and coordinating large-scale air operations during World War II.
  • D. Luftpolizei
    Luftpolizei was the aviation-related branch of East Germany’s Kasernierte Volkspolizei, serving as a precursor to the country’s later air force structures.
  • E. Reichswehr air units
    The Reichswehr air units were the small, tightly restricted aviation formations of Germany’s interwar Reichswehr, operating under severe limitations imposed by the Treaty of Versailles before the creation of the Luftwaffe.
  • 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_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_6a023022e50881908a617d2f80e00956 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a0231b6005c8190a1d7aa10a61fa7b9 completed May 11, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_6a023228e064819095b1d73d0fd2c3c2 completed May 11, 2026, 7:46 p.m.
Created at: April 10, 2026, 10:05 a.m.