Triple

T405393
Position Surface form Disambiguated ID Type / Status
Subject Elsenborn Ridge E9371 entity
Predicate associatedWith P37 FINISHED
Object German Volksgrenadier divisions
German Volksgrenadier divisions were late-World War II German Army infantry formations, often hastily raised and partially motorized, intended to bolster depleted forces with a mix of veterans, conscripts, and lightly equipped troops.
E51354 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: German Volksgrenadier divisions | Statement: [Elsenborn Ridge, associatedWith, German Volksgrenadier divisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Volksgrenadier divisions
Context triple: [Elsenborn Ridge, associatedWith, German Volksgrenadier divisions]
  • A. German 716th Infantry Division
    The German 716th Infantry Division was a static coastal defense unit of the Wehrmacht that manned fortifications in Normandy, including the sector facing Gold Beach during the D-Day landings in World War II.
  • B. 7th Panzer Division
    The 7th Panzer Division was a German Wehrmacht armored division in World War II, famed for its rapid, surprise offensives in France under Erwin Rommel that earned it the nickname "Ghost Division."
  • C. German 4th Panzer Army
    The German 4th Panzer Army was a major Wehrmacht armored formation on the Eastern Front in World War II, playing a central role in key operations including the drive toward Stalingrad and later defensive battles against the Red Army.
  • D. German Army Group G
    German Army Group G was a major Wehrmacht formation responsible for defending southern France and later parts of western Germany during the latter stages of World War II.
  • E. German Army
    The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
  • 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: German Volksgrenadier divisions
Triple: [Elsenborn Ridge, associatedWith, German Volksgrenadier divisions]
Generated description
German Volksgrenadier divisions were late-World War II German Army infantry formations, often hastily raised and partially motorized, intended to bolster depleted forces with a mix of veterans, conscripts, and lightly equipped troops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Volksgrenadier divisions
Target entity description: German Volksgrenadier divisions were late-World War II German Army infantry formations, often hastily raised and partially motorized, intended to bolster depleted forces with a mix of veterans, conscripts, and lightly equipped troops.
  • A. German 716th Infantry Division
    The German 716th Infantry Division was a static coastal defense unit of the Wehrmacht that manned fortifications in Normandy, including the sector facing Gold Beach during the D-Day landings in World War II.
  • B. 7th Panzer Division
    The 7th Panzer Division was a German Wehrmacht armored division in World War II, famed for its rapid, surprise offensives in France under Erwin Rommel that earned it the nickname "Ghost Division."
  • C. German 4th Panzer Army
    The German 4th Panzer Army was a major Wehrmacht armored formation on the Eastern Front in World War II, playing a central role in key operations including the drive toward Stalingrad and later defensive battles against the Red Army.
  • D. German Army Group G
    German Army Group G was a major Wehrmacht formation responsible for defending southern France and later parts of western Germany during the latter stages of World War II.
  • E. German Army
    The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
  • 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eca37fe881909802126952dfdd59 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f594848190bc73e37f30684a37 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a4144b91f88190b57876fe5b71712f completed March 1, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69a414c79bd081908717ff6368fdafc1 completed March 1, 2026, 10:28 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.