Triple

T166745
Position Surface form Disambiguated ID Type / Status
Subject Stalingrad (1993 film) E3031 entity
Predicate mainCharacter P1183 FINISHED
Object Hans von Witzland
Hans von Witzland is the fictional German officer protagonist of the 1993 war film "Stalingrad," whose experiences depict the brutality and futility of the Battle of Stalingrad in World War II.
 E39868 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: Hans von Witzland | Statement: [Stalingrad (1993 film), mainCharacter, Hans von Witzland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hans von Witzland
Context triple: [Stalingrad (1993 film), mainCharacter, Hans von Witzland]
  • A. Hans-Georg von Friedeburg
    Hans-Georg von Friedeburg was a German admiral who served as the last commander-in-chief of the Kriegsmarine during World War II and participated in Germany’s surrender negotiations in 1945.
  • B. Johannes Steinhoff
    Johannes Steinhoff was a highly decorated German Luftwaffe fighter ace of World War II who later became a prominent general and key figure in rebuilding the postwar German Air Force and NATO air strategy.
  • C. Johannes Heide
    Johannes Heide is a screenwriter best known for co-writing the 1993 German war film "Stalingrad," which portrays the brutal Battle of Stalingrad from the perspective of German soldiers.
  • D. Ernst Göhner
    Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
  • E. Hans Jordan
    Hans Jordan was a German Wehrmacht general during World War II who commanded Army Group Centre forces on the Eastern Front, notably during the Soviet summer offensive known as Operation Bagration.
  • 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: Hans von Witzland
Triple: [Stalingrad (1993 film), mainCharacter, Hans von Witzland]
Generated description
Hans von Witzland is the fictional German officer protagonist of the 1993 war film "Stalingrad," whose experiences depict the brutality and futility of the Battle of Stalingrad in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hans von Witzland
Target entity description: Hans von Witzland is the fictional German officer protagonist of the 1993 war film "Stalingrad," whose experiences depict the brutality and futility of the Battle of Stalingrad in World War II.
  • A. Hans-Georg von Friedeburg
    Hans-Georg von Friedeburg was a German admiral who served as the last commander-in-chief of the Kriegsmarine during World War II and participated in Germany’s surrender negotiations in 1945.
  • B. Johannes Steinhoff
    Johannes Steinhoff was a highly decorated German Luftwaffe fighter ace of World War II who later became a prominent general and key figure in rebuilding the postwar German Air Force and NATO air strategy.
  • C. Johannes Heide chosen
    Johannes Heide is a screenwriter best known for co-writing the 1993 German war film "Stalingrad," which portrays the brutal Battle of Stalingrad from the perspective of German soldiers.
  • D. Ernst Göhner
    Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
  • E. Hans Jordan
    Hans Jordan was a German Wehrmacht general during World War II who commanded Army Group Centre forces on the Eastern Front, notably during the Soviet summer offensive known as Operation Bagration.
  • F. None of above.

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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a25884c8d88190bc4cb4e3541e8116 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3c40fb3c88190818cc5c2560b1253 completed March 1, 2026, 4:43 a.m.
NEDg Description generation batch_69a3c772d86c8190b73f7eaa5f085506 completed March 1, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69a3c7e0814081909df454b14b56679e completed March 1, 2026, 5 a.m.
Created at: Feb. 28, 2026, 2:34 a.m.