Triple

T5557322
Position Surface form Disambiguated ID Type / Status
Subject Service with a Smile E145676 entity
Predicate featuresCharacter P626 FINISHED
Object James Schoonmaker
James Schoonmaker is a fictional character from P. G. Wodehouse’s comic novel "Service with a Smile," set in the Blandings Castle universe.
E532008 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: James Schoonmaker | Statement: [Service with a Smile, featuresCharacter, James Schoonmaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Schoonmaker
Context triple: [Service with a Smile, featuresCharacter, James Schoonmaker]
  • A. Jeff Cronenweth
    Jeff Cronenweth is an American cinematographer known for his stylish, atmospheric work on films such as "The Social Network" and collaborations with director David Fincher.
  • B. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • C. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • D. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • E. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • 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: James Schoonmaker
Triple: [Service with a Smile, featuresCharacter, James Schoonmaker]
Generated description
James Schoonmaker is a fictional character from P. G. Wodehouse’s comic novel "Service with a Smile," set in the Blandings Castle universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Schoonmaker
Target entity description: James Schoonmaker is a fictional character from P. G. Wodehouse’s comic novel "Service with a Smile," set in the Blandings Castle universe.
  • A. Jeff Cronenweth
    Jeff Cronenweth is an American cinematographer known for his stylish, atmospheric work on films such as "The Social Network" and collaborations with director David Fincher.
  • B. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • C. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • D. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • E. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01ffe12cc81908186f28ace0f4d82 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283ebcd081909c86ced90c44266f completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c04441145481909fb7bd26dab129bd completed March 22, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69c044a919ec81909469793af9f837ea completed March 22, 2026, 7:36 p.m.
Created at: March 22, 2026, 3:36 p.m.