Triple

T75177
Position Surface form Disambiguated ID Type / Status
Subject Fall Weiss E1503 entity
Predicate involvedForce P1063 FINISHED
Object Heeresgruppe Süd
Heeresgruppe Süd was a major German Army Group during World War II, best known for leading key offensives on the Eastern Front, including operations in Poland and later in the Soviet Union.
E15326 NE FINISHED

How this triple was built (5 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: Heeresgruppe Süd | Statement: [Fall Weiss, involvedForce, Heeresgruppe Süd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heeresgruppe Süd
Context triple: [Fall Weiss, involvedForce, Heeresgruppe Süd]
  • A. German 6th Army
    The German 6th Army was a major Wehrmacht field army best known for its encirclement and catastrophic defeat at Stalingrad, a turning point on the Eastern Front in World War II.
  • B. 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.
  • C. German Afrika Korps
    The German Afrika Korps was the German expeditionary force in North Africa during World War II, best known for its campaigns under General Erwin Rommel against Allied forces.
  • D. Wehrmacht
    The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
  • E. 1st Ukrainian Front
    The 1st Ukrainian Front was a major Soviet Red Army formation in World War II that played a decisive role in the final offensives against Nazi Germany, including the capture of Berlin.
  • 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: Heeresgruppe Süd
Triple: [Fall Weiss, involvedForce, Heeresgruppe Süd]
Generated description
Heeresgruppe Süd was a major German Army Group during World War II, best known for leading key offensives on the Eastern Front, including operations in Poland and later in the Soviet Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heeresgruppe Süd
Target entity description: Heeresgruppe Süd was a major German Army Group during World War II, best known for leading key offensives on the Eastern Front, including operations in Poland and later in the Soviet Union.
  • A. German 6th Army
    The German 6th Army was a major Wehrmacht field army best known for its encirclement and catastrophic defeat at Stalingrad, a turning point on the Eastern Front in World War II.
  • B. 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.
  • C. German Afrika Korps
    The German Afrika Korps was the German expeditionary force in North Africa during World War II, best known for its campaigns under General Erwin Rommel against Allied forces.
  • D. Wehrmacht
    The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
  • E. 1st Ukrainian Front
    The 1st Ukrainian Front was a major Soviet Red Army formation in World War II that played a decisive role in the final offensives against Nazi Germany, including the capture of Berlin.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: involvedForce
Context triple: [Fall Weiss, involvedForce, Heeresgruppe Süd]
  • A. involvedUnit chosen
    Indicates that a particular unit (such as a group, organization, or division) participates in, is associated with, or plays a role in the referenced event or activity.
  • B. involvedCountry
    Indicates that a country participates in, is associated with, or is otherwise implicated in the referenced event, activity, or situation.
  • C. combatantStrength
    Indicates the relative level of power, capability, or effectiveness one combatant has in a conflict or confrontation compared to others.
  • D. militaryConflict
    Indicates a relationship where two or more parties are engaged in organized, armed hostilities or warfare against each other.
  • E. numberOfShipsInvolved
    Indicates the total count of ships that participated or were involved in a specified event or situation.
  • F. None of above.

Provenance (6 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a25314bd6c81908d1cfd4b83f20049 completed Feb. 28, 2026, 2:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2aa42201881909b236a42e982a696 completed Feb. 28, 2026, 8:41 a.m.
NEDg Description generation batch_69a2abf742d081909f8d79aaacb6b7f8 completed Feb. 28, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69a2ac6f577081909dced4081ddb8bcb completed Feb. 28, 2026, 8:50 a.m.
PD Predicate disambiguation batch_69a24eae77ec81909015906f31f2b62e completed Feb. 28, 2026, 2:10 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.