Triple

T2841783
Position Surface form Disambiguated ID Type / Status
Subject Velikiye Luki offensive E62485 entity
Predicate militaryUnit P1063 FINISHED
Object German 83rd Infantry Division
The German 83rd Infantry Division was a Wehrmacht infantry formation that fought on the Eastern Front during World War II, notably suffering heavy losses in major Soviet offensives.
E303966 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 83rd Infantry Division | Statement: [Velikiye Luki offensive, militaryUnit, German 83rd Infantry Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German 83rd Infantry Division
Context triple: [Velikiye Luki offensive, militaryUnit, German 83rd Infantry Division]
  • A. German 352nd Infantry Division
    The German 352nd Infantry Division was a Wehrmacht unit that gained notoriety for its fierce defense of Omaha Beach during the D-Day landings in World War II.
  • B. 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.
  • C. German 709th Static Infantry Division
    The German 709th Static Infantry Division was a second-line coastal defense unit of the Wehrmacht tasked with holding a sector of the Normandy coastline, including the area later known as Utah Beach during the D-Day landings.
  • D. German 1st Parachute Division
    The German 1st Parachute Division was an elite Luftwaffe Fallschirmjäger formation renowned for its fierce defensive fighting in World War II, particularly in the Italian campaign.
  • E. Totenkopf Division
    The Totenkopf Division was an infamous Waffen-SS armored division of Nazi Germany known for its role in frontline combat and numerous war crimes during World War II.
  • 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 83rd Infantry Division
Triple: [Velikiye Luki offensive, militaryUnit, German 83rd Infantry Division]
Generated description
The German 83rd Infantry Division was a Wehrmacht infantry formation that fought on the Eastern Front during World War II, notably suffering heavy losses in major Soviet offensives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German 83rd Infantry Division
Target entity description: The German 83rd Infantry Division was a Wehrmacht infantry formation that fought on the Eastern Front during World War II, notably suffering heavy losses in major Soviet offensives.
  • A. German 352nd Infantry Division
    The German 352nd Infantry Division was a Wehrmacht unit that gained notoriety for its fierce defense of Omaha Beach during the D-Day landings in World War II.
  • B. 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.
  • C. German 709th Static Infantry Division
    The German 709th Static Infantry Division was a second-line coastal defense unit of the Wehrmacht tasked with holding a sector of the Normandy coastline, including the area later known as Utah Beach during the D-Day landings.
  • D. German 1st Parachute Division
    The German 1st Parachute Division was an elite Luftwaffe Fallschirmjäger formation renowned for its fierce defensive fighting in World War II, particularly in the Italian campaign.
  • E. Totenkopf Division
    The Totenkopf Division was an infamous Waffen-SS armored division of Nazi Germany known for its role in frontline combat and numerous war crimes during World War II.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf16d0c08190bb8de4a4160b4414 completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8d22e588190b119e7d9f9c3873a completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afea180cac8190a5f90c4ffa0dd87a completed March 10, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69b0089bdb2881909f9f7fbd60b79e2a completed March 10, 2026, 12:03 p.m.
Created at: March 6, 2026, 10:01 p.m.