Triple

T16015848
Position Surface form Disambiguated ID Type / Status
Subject Edward Maurice Charles Marsan E388463 entity
Predicate notableRole P22 FINISHED
Object Scott in Happy-Go-Lucky
Scott in *Happy-Go-Lucky* is the tense, embittered driving instructor whose clashes with the eternally optimistic Poppy highlight the film’s central contrast between cynicism and cheerfulness.
E1190254 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: Scott in Happy-Go-Lucky | Statement: [Edward Maurice Charles Marsan, notableRole, Scott in Happy-Go-Lucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scott in Happy-Go-Lucky
Context triple: [Edward Maurice Charles Marsan, notableRole, Scott in Happy-Go-Lucky]
  • A. Charles in Four Weddings and a Funeral
    Charles in "Four Weddings and a Funeral" is the charmingly awkward, commitment-shy Englishman at the center of the film’s romantic and comedic misadventures.
  • B. Gareth (Four Weddings and a Funeral)
    Gareth is a warm, witty, and larger-than-life character from the film "Four Weddings and a Funeral," known for his humor, kindness, and the emotional impact of his storyline.
  • C. Judy (Love Actually)
    Judy is a shy, kind-hearted body double who develops a sweet, awkwardly tender romance with her coworker John in the film "Love Actually."
  • D. George in Gosford Park
    George in Gosford Park is a valet in the 2001 British mystery film "Gosford Park," portrayed by Richard E. Grant.
  • E. Harvey Grant
    Harvey Grant is a former American professional basketball player who played primarily as a forward in the NBA during the late 1980s and 1990s.
  • 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: Scott in Happy-Go-Lucky
Triple: [Edward Maurice Charles Marsan, notableRole, Scott in Happy-Go-Lucky]
Generated description
Scott in *Happy-Go-Lucky* is the tense, embittered driving instructor whose clashes with the eternally optimistic Poppy highlight the film’s central contrast between cynicism and cheerfulness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scott in Happy-Go-Lucky
Target entity description: Scott in *Happy-Go-Lucky* is the tense, embittered driving instructor whose clashes with the eternally optimistic Poppy highlight the film’s central contrast between cynicism and cheerfulness.
  • A. Charles in Four Weddings and a Funeral
    Charles in "Four Weddings and a Funeral" is the charmingly awkward, commitment-shy Englishman at the center of the film’s romantic and comedic misadventures.
  • B. Gareth (Four Weddings and a Funeral)
    Gareth is a warm, witty, and larger-than-life character from the film "Four Weddings and a Funeral," known for his humor, kindness, and the emotional impact of his storyline.
  • C. Judy (Love Actually)
    Judy is a shy, kind-hearted body double who develops a sweet, awkwardly tender romance with her coworker John in the film "Love Actually."
  • D. George in Gosford Park
    George in Gosford Park is a valet in the 2001 British mystery film "Gosford Park," portrayed by Richard E. Grant.
  • E. Harvey Grant
    Harvey Grant is a former American professional basketball player who played primarily as a forward in the NBA during the late 1980s and 1990s.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18294f6c48190ab9d3eead268f846 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf284fa481909b571d1bf107fca4 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfb02b208190b961b525a29b02a5 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd8e7b94c819093bc23288900df33 completed May 10, 2026, 1:01 a.m.
Created at: April 10, 2026, 4:55 a.m.