Triple

T2245925
Position Surface form Disambiguated ID Type / Status
Subject All Quiet on the Western Front (2022 film) E49503 entity
Predicate castMember P1668 FINISHED
Object Aaron Hilmer
Aaron Hilmer is a German actor best known internationally for his role in the 2022 adaptation of "All Quiet on the Western Front."
 E285345 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: Aaron Hilmer | Statement: [All Quiet on the Western Front (2022 film), castMember, Aaron Hilmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aaron Hilmer
Context triple: [All Quiet on the Western Front (2022 film), castMember, Aaron Hilmer]
  • A. Ian Hendrickson-Smith
    Ian Hendrickson-Smith is an American jazz saxophonist and flutist known for his work as a versatile session musician and performer with various prominent bands and artists.
  • B. John Hirschbeck
    John Hirschbeck is a former Major League Baseball umpire who worked in the league for decades and officiated multiple World Series.
  • C. Larry Drinkard
    Larry Drinkard is a gospel singer best known as a member of the influential family group The Drinkard Singers.
  • D. Wylie Gelber
    Wylie Gelber is an American musician best known as the bassist and a founding member of the indie rock band Dawes.
  • E. Lee Garmes
    Lee Garmes was an American cinematographer renowned for his innovative lighting and camera techniques in early Hollywood cinema, including his Academy Award-winning work on "Shanghai Express."
  • 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: Aaron Hilmer
Triple: [All Quiet on the Western Front (2022 film), castMember, Aaron Hilmer]
Generated description
Aaron Hilmer is a German actor best known internationally for his role in the 2022 adaptation of "All Quiet on the Western Front."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aaron Hilmer
Target entity description: Aaron Hilmer is a German actor best known internationally for his role in the 2022 adaptation of "All Quiet on the Western Front."
  • A. Ian Hendrickson-Smith
    Ian Hendrickson-Smith is an American jazz saxophonist and flutist known for his work as a versatile session musician and performer with various prominent bands and artists.
  • B. John Hirschbeck
    John Hirschbeck is a former Major League Baseball umpire who worked in the league for decades and officiated multiple World Series.
  • C. Larry Drinkard
    Larry Drinkard is a gospel singer best known as a member of the influential family group The Drinkard Singers.
  • D. Wylie Gelber
    Wylie Gelber is an American musician best known as the bassist and a founding member of the indie rock band Dawes.
  • E. Lee Garmes
    Lee Garmes was an American cinematographer renowned for his innovative lighting and camera techniques in early Hollywood cinema, including his Academy Award-winning work on "Shanghai Express."
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69af989e2cf48190b9c5d053491e3a96 completed March 10, 2026, 4:05 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 4, 2026, 7:47 p.m.