Triple

T16887417
Position Surface form Disambiguated ID Type / Status
Subject Ice Age: Collision Course E421574 entity
Predicate screenwriter P2831 FINISHED
Object Michael Berg
Michael Berg is an American screenwriter best known for co-writing several films in the animated Ice Age franchise.
E1238634 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: Michael Berg | Statement: [Ice Age: Collision Course, screenwriter, Michael Berg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Berg
Context triple: [Ice Age: Collision Course, screenwriter, Michael Berg]
  • A. Michael Berg
    Michael Berg is the introspective German protagonist of Bernhard Schlink’s novel *The Reader*, whose adolescent affair with an older woman shapes his moral and emotional development amid the legacy of the Holocaust.
  • B. Stephan Jost
    Stephan Jost is a Canadian art museum director best known for leading the Art Gallery of Ontario in Toronto.
  • C. Michael Bergmann
    Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
  • D. Sebastian Baden
    Sebastian Baden is a German art historian and curator who serves as director of the Schirn Kunsthalle in Frankfurt, one of Europe’s leading contemporary art institutions.
  • E. Oskar Kummetz
    Oskar Kummetz was a German Kriegsmarine admiral during World War II who commanded naval forces in several key operations, including the invasion of Norway.
  • 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: Michael Berg
Triple: [Ice Age: Collision Course, screenwriter, Michael Berg]
Generated description
Michael Berg is an American screenwriter best known for co-writing several films in the animated Ice Age franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Berg
Target entity description: Michael Berg is an American screenwriter best known for co-writing several films in the animated Ice Age franchise.
  • A. Michael Berg
    Michael Berg is the introspective German protagonist of Bernhard Schlink’s novel *The Reader*, whose adolescent affair with an older woman shapes his moral and emotional development amid the legacy of the Holocaust.
  • B. Stephan Jost
    Stephan Jost is a Canadian art museum director best known for leading the Art Gallery of Ontario in Toronto.
  • C. Michael Bergmann
    Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
  • D. Sebastian Baden
    Sebastian Baden is a German art historian and curator who serves as director of the Schirn Kunsthalle in Frankfurt, one of Europe’s leading contemporary art institutions.
  • E. Oskar Kummetz
    Oskar Kummetz was a German Kriegsmarine admiral during World War II who commanded naval forces in several key operations, including the invasion of Norway.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3bbc1f42481909dcf595358c23497 completed April 18, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2befaa88190ba83dc17aa66b541 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c392b4488190bcfcb40351821f92 completed May 10, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a00c44e37b48190a62b315ddbbd4ec4 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.