Triple

T8784422
Position Surface form Disambiguated ID Type / Status
Subject Ai Weiwei: Never Sorry E209008 entity
Predicate producer P490 FINISHED
Object Karl Katz
Karl Katz is a film producer known for his work on the acclaimed documentary "Ai Weiwei: Never Sorry."
E779232 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: Karl Katz | Statement: [Ai Weiwei: Never Sorry, producer, Karl Katz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karl Katz
Context triple: [Ai Weiwei: Never Sorry, producer, Karl Katz]
  • A. Karl Hubbuch
    Karl Hubbuch was a German painter and graphic artist associated with the New Objectivity movement, known for his socially critical, realist depictions of Weimar-era urban life.
  • B. Karl Arnold
    Karl Arnold was a prominent German politician who served as Minister President of North Rhine-Westphalia and played a key role in post-World War II reconstruction and democratic development.
  • C. Karl Olive
    Karl Olive is a French politician and former sports journalist who has served as a mayor and later became a member of the National Assembly.
  • D. Karl Kebach
    Karl Kebach was a landscape architect known for designing the park surrounding the Vorontsov Palace in Crimea.
  • E. Karl Struss
    Karl Struss was an influential American cinematographer and photographer known for his innovative visual style in early Hollywood cinema, including work on landmark films such as "The Great Dictator."
  • 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: Karl Katz
Triple: [Ai Weiwei: Never Sorry, producer, Karl Katz]
Generated description
Karl Katz is a film producer known for his work on the acclaimed documentary "Ai Weiwei: Never Sorry."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karl Katz
Target entity description: Karl Katz is a film producer known for his work on the acclaimed documentary "Ai Weiwei: Never Sorry."
  • A. Karl Hubbuch
    Karl Hubbuch was a German painter and graphic artist associated with the New Objectivity movement, known for his socially critical, realist depictions of Weimar-era urban life.
  • B. Karl Arnold
    Karl Arnold was a prominent German politician who served as Minister President of North Rhine-Westphalia and played a key role in post-World War II reconstruction and democratic development.
  • C. Karl Olive
    Karl Olive is a French politician and former sports journalist who has served as a mayor and later became a member of the National Assembly.
  • D. Karl Kebach
    Karl Kebach was a landscape architect known for designing the park surrounding the Vorontsov Palace in Crimea.
  • E. Karl Struss
    Karl Struss was an influential American cinematographer and photographer known for his innovative visual style in early Hollywood cinema, including work on landmark films such as "The Great Dictator."
  • 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_69ca836168108190bb43d3dc235c1f55 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f7441e8819081ea0ae7bc2afde7 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69d02f6e221081909a8a83f2e465b1c2 completed April 3, 2026, 9:21 p.m.
NEDg Description generation batch_69d0343054388190949c9b4ec2492aaf completed April 3, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69d0347b762c8190913dc347cde6cbb0 completed April 3, 2026, 9:43 p.m.
Created at: March 30, 2026, 6:42 p.m.