Triple

T11584801
Position Surface form Disambiguated ID Type / Status
Subject Joanna (Love Actually) E274721 entity
Predicate partOf P40 FINISHED
Object Love Actually ensemble cast
The Love Actually ensemble cast is the large group of interconnected characters in the 2003 British romantic comedy film, portrayed by a star-studded lineup including Hugh Grant, Emma Thompson, Colin Firth, Keira Knightley, and others whose stories intertwine around Christmas in London.
 E8702 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: Love Actually ensemble cast | Statement: [Joanna (Love Actually), partOf, Love Actually ensemble cast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Love Actually ensemble cast
Context triple: [Joanna (Love Actually), partOf, Love Actually ensemble cast]
  • A. Love Actually
    Love Actually is a 2003 British romantic comedy film that interweaves multiple love stories set in the weeks leading up to Christmas in London.
  • B. Love Actually (film score)
    Love Actually (film score) is the romantic-comedy film soundtrack composed by Craig Armstrong, known for its lush orchestral themes and emotional underscore for the 2003 movie "Love Actually."
  • C. Sam in Love Actually
    Sam in Love Actually is a young, lovestruck boy whose earnest quest to win over his crush forms one of the film’s most heartfelt and memorable storylines.
  • D. Daniel (Love Actually)
    Daniel is a central character in the film "Love Actually," a recently widowed stepfather who tenderly supports his young stepson Sam through first love and grief.
  • E. Colin Frissell in Love Actually
    Colin Frissell in Love Actually is a socially awkward yet optimistic young Englishman whose comedic quest for love in America provides one of the film’s most humorous storylines.
  • 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: Love Actually ensemble cast
Triple: [Joanna (Love Actually), partOf, Love Actually ensemble cast]
Generated description
The Love Actually ensemble cast is the large group of interconnected characters in the 2003 British romantic comedy film, portrayed by a star-studded lineup including Hugh Grant, Emma Thompson, Colin Firth, Keira Knightley, and others whose stories intertwine around Christmas in London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Love Actually ensemble cast
Target entity description: The Love Actually ensemble cast is the large group of interconnected characters in the 2003 British romantic comedy film, portrayed by a star-studded lineup including Hugh Grant, Emma Thompson, Colin Firth, Keira Knightley, and others whose stories intertwine around Christmas in London.
  • A. Love Actually chosen
    Love Actually is a 2003 British romantic comedy film that interweaves multiple love stories set in the weeks leading up to Christmas in London.
  • B. Love Actually (film score)
    Love Actually (film score) is the romantic-comedy film soundtrack composed by Craig Armstrong, known for its lush orchestral themes and emotional underscore for the 2003 movie "Love Actually."
  • C. Sam in Love Actually
    Sam in Love Actually is a young, lovestruck boy whose earnest quest to win over his crush forms one of the film’s most heartfelt and memorable storylines.
  • D. Daniel (Love Actually)
    Daniel is a central character in the film "Love Actually," a recently widowed stepfather who tenderly supports his young stepson Sam through first love and grief.
  • E. Colin Frissell in Love Actually
    Colin Frissell in Love Actually is a socially awkward yet optimistic young Englishman whose comedic quest for love in America provides one of the film’s most humorous storylines.
  • F. None of above.

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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89462203881908870e991a5b21770 completed April 10, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7142d442c8190a48372e0e17db517 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.