Triple

T2212364
Position Surface form Disambiguated ID Type / Status
Subject Panzer IV E50946 entity
Predicate usedBy P260 FINISHED
Object Luftwaffe field divisions
Luftwaffe field divisions were German ground combat units formed from surplus Luftwaffe personnel during World War II, often used as improvised infantry formations on the Eastern and Western Fronts.
E245726 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 field divisions | Statement: [Panzer IV, usedBy, Luftwaffe field divisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luftwaffe field divisions
Context triple: [Panzer IV, usedBy, Luftwaffe field divisions]
  • A. Fliegerabteilung
    Fliegerabteilung were German World War I aviation units responsible primarily for aerial reconnaissance and artillery spotting on behalf of the Imperial German Army.
  • B. Army Detachment Hollidt
    Army Detachment Hollidt was a German Wehrmacht formation on the Eastern Front in World War II, known for its defensive operations under Army Group Don during the Stalingrad and Don River campaigns.
  • C. Hitlerjugend Division
    The Hitlerjugend Division was a World War II Waffen-SS armoured division composed largely of Hitler Youth members, known for its fanaticism and involvement in major battles and war crimes.
  • D. Fallschirmjäger division
    A Fallschirmjäger division was a German World War II airborne infantry formation composed of elite paratroopers, originally part of the Luftwaffe and later also fielded under the army (Heer).
  • E. German Army Aviation Corps
    The German Army Aviation Corps is the helicopter aviation branch of the German Army, responsible for tactical air transport, reconnaissance, and close air support operations.
  • 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 field divisions
Triple: [Panzer IV, usedBy, Luftwaffe field divisions]
Generated description
Luftwaffe field divisions were German ground combat units formed from surplus Luftwaffe personnel during World War II, often used as improvised infantry formations on the Eastern and Western Fronts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luftwaffe field divisions
Target entity description: Luftwaffe field divisions were German ground combat units formed from surplus Luftwaffe personnel during World War II, often used as improvised infantry formations on the Eastern and Western Fronts.
  • A. Fliegerabteilung
    Fliegerabteilung were German World War I aviation units responsible primarily for aerial reconnaissance and artillery spotting on behalf of the Imperial German Army.
  • B. Army Detachment Hollidt
    Army Detachment Hollidt was a German Wehrmacht formation on the Eastern Front in World War II, known for its defensive operations under Army Group Don during the Stalingrad and Don River campaigns.
  • C. Hitlerjugend Division
    The Hitlerjugend Division was a World War II Waffen-SS armoured division composed largely of Hitler Youth members, known for its fanaticism and involvement in major battles and war crimes.
  • D. Fallschirmjäger division
    A Fallschirmjäger division was a German World War II airborne infantry formation composed of elite paratroopers, originally part of the Luftwaffe and later also fielded under the army (Heer).
  • E. German Army Aviation Corps
    The German Army Aviation Corps is the helicopter aviation branch of the German Army, responsible for tactical air transport, reconnaissance, and close air support operations.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfecea6c8190b762bbfda8490e31 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae655245c48190a37f4b6344a9a3dc completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66579c008190876ce89581337293 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae668ef8bc819085ed1c83f447d396 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.