Triple

T4398800
Position Surface form Disambiguated ID Type / Status
Subject Soviet 3rd Ukrainian Front E99560 entity
Predicate opposedBy P437 FINISHED
Object German Army Group F
German Army Group F was a high-level Wehrmacht command responsible for coordinating German and Axis military operations in the Balkans during World War II.
E444529 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 Army Group F | Statement: [Soviet 3rd Ukrainian Front, opposedBy, German Army Group F]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Army Group F
Context triple: [Soviet 3rd Ukrainian Front, opposedBy, German Army Group F]
  • A. 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.
  • B. German Army Group H
    German Army Group H was a major Wehrmacht formation on the Western Front in the final phase of World War II, responsible for defending German-occupied territories in the Netherlands and northwestern Europe against advancing Allied forces.
  • C. German Army Group D
    German Army Group D was a major Wehrmacht formation responsible for overseeing German military operations and defenses in Western Europe during World War II.
  • D. German Army Group A
    German Army Group A was a major Wehrmacht formation on the Eastern Front during World War II, involved in key campaigns including the defense against Soviet offensives in Poland and beyond.
  • E. German Army Group B
    German Army Group B was a major Wehrmacht formation during World War II that commanded multiple German and Axis allied armies on key fronts, including the Eastern Front and later in Western Europe.
  • 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 Army Group F
Triple: [Soviet 3rd Ukrainian Front, opposedBy, German Army Group F]
Generated description
German Army Group F was a high-level Wehrmacht command responsible for coordinating German and Axis military operations in the Balkans during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Army Group F
Target entity description: German Army Group F was a high-level Wehrmacht command responsible for coordinating German and Axis military operations in the Balkans during World War II.
  • A. 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.
  • B. German Army Group H
    German Army Group H was a major Wehrmacht formation on the Western Front in the final phase of World War II, responsible for defending German-occupied territories in the Netherlands and northwestern Europe against advancing Allied forces.
  • C. German Army Group D
    German Army Group D was a major Wehrmacht formation responsible for overseeing German military operations and defenses in Western Europe during World War II.
  • D. German Army Group A
    German Army Group A was a major Wehrmacht formation on the Eastern Front during World War II, involved in key campaigns including the defense against Soviet offensives in Poland and beyond.
  • E. German Army Group B
    German Army Group B was a major Wehrmacht formation during World War II that commanded multiple German and Axis allied armies on key fronts, including the Eastern Front and later in Western Europe.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352cc4ab081908bc45d2f76cd4da8 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b65f34df20819090767fe4c577be87 completed March 15, 2026, 7:26 a.m.
NEDg Description generation batch_69b661b837e08190a05f1d259ed12b2c completed March 15, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_69b661da09ec8190aa13a9f60d17cbad completed March 15, 2026, 7:38 a.m.
Created at: March 12, 2026, 11:20 p.m.