Triple

T3207314
Position Surface form Disambiguated ID Type / Status
Subject Das blaue Licht E67194 entity
Predicate cinematographer P1953 FINISHED
Object Hans Schneeberger
Hans Schneeberger was an Austrian cinematographer known for his influential work in early 20th-century German-language cinema, particularly in collaboration with prominent directors of the era.
E690609 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 Schneeberger | Statement: [Das blaue Licht, cinematographer, Hans Schneeberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hans Schneeberger
Context triple: [Das blaue Licht, cinematographer, Hans Schneeberger]
  • A. Franz Hofmann
    Franz Hofmann was a Nazi official who was prosecuted as a defendant in the post-World War II RuSHA Trial for his involvement in racial policies and crimes against humanity.
  • B. Gotthard Graubner
    Gotthard Graubner was a German painter renowned for his abstract color-space works that explored the materiality and depth of color.
  • C. Werner Gruner
    Werner Gruner was a German engineer and weapons designer best known for creating the MG 42 general-purpose machine gun used by Nazi Germany during World War II.
  • D. Friedrich Obleser
    Friedrich Obleser was a German Luftwaffe fighter ace of World War II who later became a senior officer in the postwar West German Air Force (Bundesluftwaffe).
  • E. Franz Eichberger
    Franz Eichberger was an Austrian actor best known for his role in Leni Riefenstahl’s film "Tiefland."
  • 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 Schneeberger
Triple: [Das blaue Licht, cinematographer, Hans Schneeberger]
Generated description
Hans Schneeberger was an Austrian cinematographer known for his influential work in early 20th-century German-language cinema, particularly in collaboration with prominent directors of the era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hans Schneeberger
Target entity description: Hans Schneeberger was an Austrian cinematographer known for his influential work in early 20th-century German-language cinema, particularly in collaboration with prominent directors of the era.
  • A. Franz Hofmann
    Franz Hofmann was a Nazi official who was prosecuted as a defendant in the post-World War II RuSHA Trial for his involvement in racial policies and crimes against humanity.
  • B. Gotthard Graubner
    Gotthard Graubner was a German painter renowned for his abstract color-space works that explored the materiality and depth of color.
  • C. Werner Gruner
    Werner Gruner was a German engineer and weapons designer best known for creating the MG 42 general-purpose machine gun used by Nazi Germany during World War II.
  • D. Friedrich Obleser
    Friedrich Obleser was a German Luftwaffe fighter ace of World War II who later became a senior officer in the postwar West German Air Force (Bundesluftwaffe).
  • E. Franz Eichberger
    Franz Eichberger was an Austrian actor best known for his role in Leni Riefenstahl’s film "Tiefland."
  • 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_69ad858ac36c81909962589cd277d6e2 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaa58340881908347d772cfa0ac4c completed March 8, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c93f988ab0819081e3b15bb7414c99 completed March 29, 2026, 3:04 p.m.
NEDg Description generation batch_69c940a1c9a08190b2ebc20328d417eb completed March 29, 2026, 3:09 p.m.
NED2 Entity disambiguation (via description) batch_69c940bff9c08190b441d363eda42f3c completed March 29, 2026, 3:09 p.m.
Created at: March 8, 2026, 3:07 p.m.