Triple

T166734
Position Surface form Disambiguated ID Type / Status
Subject Stalingrad (1993 film) E3031 entity
Predicate composer P1361 FINISHED
Object Norbert J. Schneider
Norbert J. Schneider is a composer best known for his film score work, including the music for the 1993 war film "Stalingrad."
E53519 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: Norbert J. Schneider | Statement: [Stalingrad (1993 film), composer, Norbert J. Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norbert J. Schneider
Context triple: [Stalingrad (1993 film), composer, Norbert J. Schneider]
  • A. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. George Bergstrom
    George Bergstrom was an American architect best known for designing the Pentagon, the headquarters of the United States Department of Defense.
  • D. Paul G. Hoffman
    Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
  • E. Martin Benrath
    Martin Benrath was a German actor known for his extensive work in film, television, and theater from the mid-20th century onward.
  • 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: Norbert J. Schneider
Triple: [Stalingrad (1993 film), composer, Norbert J. Schneider]
Generated description
Norbert J. Schneider is a composer best known for his film score work, including the music for the 1993 war film "Stalingrad."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norbert J. Schneider
Target entity description: Norbert J. Schneider is a composer best known for his film score work, including the music for the 1993 war film "Stalingrad."
  • A. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. George Bergstrom
    George Bergstrom was an American architect best known for designing the Pentagon, the headquarters of the United States Department of Defense.
  • D. Paul G. Hoffman
    Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
  • E. Martin Benrath
    Martin Benrath was a German actor known for his extensive work in film, television, and theater from the mid-20th century onward.
  • 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_69a42a101a908190808a4e10871b357d completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a588af08190bd59fee1d9c22021 completed March 1, 2026, noon
NED2 Entity disambiguation (via description) batch_69a42aac27688190958466bba645b265 completed March 1, 2026, 12:01 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.