Triple

T369245
Position Surface form Disambiguated ID Type / Status
Subject GermanArmyGroupNorth E8231 entity
Predicate subordinateUnit P258 FINISHED
Object 16th Army (Wehrmacht)
The 16th Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II, notably in operations around the Baltic region and the siege of Leningrad.
E46823 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: 16th Army (Wehrmacht) | Statement: [GermanArmyGroupNorth, subordinateUnit, 16th Army (Wehrmacht)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 16th Army (Wehrmacht)
Context triple: [GermanArmyGroupNorth, subordinateUnit, 16th Army (Wehrmacht)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Army Group Don
    Army Group Don was a short-lived German Wehrmacht army group formed in late 1942 on the Eastern Front to coordinate forces, including the encircled 6th Army, during the Battle of Stalingrad.
  • E. 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.
  • 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: 16th Army (Wehrmacht)
Triple: [GermanArmyGroupNorth, subordinateUnit, 16th Army (Wehrmacht)]
Generated description
The 16th Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II, notably in operations around the Baltic region and the siege of Leningrad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 16th Army (Wehrmacht)
Target entity description: The 16th Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II, notably in operations around the Baltic region and the siege of Leningrad.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Army Group Don
    Army Group Don was a short-lived German Wehrmacht army group formed in late 1942 on the Eastern Front to coordinate forces, including the encircled 6th Army, during the Battle of Stalingrad.
  • E. 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.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebfdb0608190b1794a871d0d237a completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3ecac7e048190a76c02c738599c61 completed March 1, 2026, 7:37 a.m.
NEDg Description generation batch_69a3ed24dd888190bc333e764c228250 completed March 1, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69a3eeb57a9481908fe2b62805495b15 completed March 1, 2026, 7:45 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.