Triple

T166732
Position Surface form Disambiguated ID Type / Status
Subject Stalingrad (1993 film) E3031 entity
Predicate screenwriter P2831 FINISHED
Object 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.
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: Johannes Heide | Statement: [Stalingrad (1993 film), screenwriter, Johannes Heide]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johannes Heide
Context triple: [Stalingrad (1993 film), screenwriter, Johannes Heide]
  • A. Olaf Kölzig
    Olaf Kölzig is a former German-Canadian NHL goaltender best known for his long, standout career with the Washington Capitals, including winning the Vezina Trophy in 2000.
  • 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. Franz Eckert
    Franz Eckert was a German musician and composer known for arranging and influencing early modern national anthems in Japan and Korea.
  • D. Gerhard Schöpfel
    Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
  • E. Günther Sabetzki
    Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
  • 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: Johannes Heide
Triple: [Stalingrad (1993 film), screenwriter, Johannes Heide]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johannes Heide
Target entity description: 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.
  • A. Olaf Kölzig
    Olaf Kölzig is a former German-Canadian NHL goaltender best known for his long, standout career with the Washington Capitals, including winning the Vezina Trophy in 2000.
  • 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. Franz Eckert
    Franz Eckert was a German musician and composer known for arranging and influencing early modern national anthems in Japan and Korea.
  • D. Gerhard Schöpfel
    Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
  • E. Günther Sabetzki
    Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
  • 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_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_69a3b46e24888190b400bf5ee8028e7c completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b848d4588190b209285051720c52 completed March 1, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69a3b8b0d0108190ae92bf7cb2cad333 completed March 1, 2026, 3:55 a.m.
Created at: Feb. 28, 2026, 2:34 a.m.