Triple

T2666158
Position Surface form Disambiguated ID Type / Status
Subject Martin Freeman E55639 entity
Predicate role P268 FINISHED
Object Michael in Love Actually
Michael in *Love Actually* is a shy, soft-spoken body double working on intimate film scenes who gradually develops a sweet, awkward romance with his fellow stand-in, Judy.
 E288551 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 in Love Actually | Statement: [Martin Freeman, role, Michael in Love Actually]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael in Love Actually
Context triple: [Martin Freeman, role, Michael in Love Actually]
  • A. 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.
  • B. Harry (Love Actually)
    Harry is a middle-aged design agency director in the film "Love Actually" whose flirtation with his secretary strains his marriage to Karen.
  • C. Joanna in Love Actually
    Joanna in Love Actually is the talented young American schoolgirl and singer who performs "All I Want for Christmas Is You" and serves as the love interest of Sam in the film.
  • D. 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.
  • E. Mark Darcy in Bridget Jones’s Diary
    Mark Darcy in Bridget Jones’s Diary is the reserved, principled barrister who serves as Bridget’s complicated love interest and a modern reimagining of Jane Austen’s Mr. Darcy.
  • 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 in Love Actually
Triple: [Martin Freeman, role, Michael in Love Actually]
Generated description
Michael in *Love Actually* is a shy, soft-spoken body double working on intimate film scenes who gradually develops a sweet, awkward romance with his fellow stand-in, Judy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael in Love Actually
Target entity description: Michael in *Love Actually* is a shy, soft-spoken body double working on intimate film scenes who gradually develops a sweet, awkward romance with his fellow stand-in, Judy.
  • A. 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.
  • B. Harry (Love Actually)
    Harry is a middle-aged design agency director in the film "Love Actually" whose flirtation with his secretary strains his marriage to Karen.
  • C. Joanna in Love Actually
    Joanna in Love Actually is the talented young American schoolgirl and singer who performs "All I Want for Christmas Is You" and serves as the love interest of Sam in the film.
  • D. 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.
  • E. Mark Darcy in Bridget Jones’s Diary
    Mark Darcy in Bridget Jones’s Diary is the reserved, principled barrister who serves as Bridget’s complicated love interest and a modern reimagining of Jane Austen’s Mr. Darcy.
  • 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_69ab49e54de48190be708cd1cf8be073 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd97040e48190b0a87489f108810e completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa058fdd08190a355fc8131cd6695 completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa15a8a94819095273a3ea37e2c73 completed March 10, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69afa1e4ffb08190a6d96665ee566ea7 completed March 10, 2026, 4:45 a.m.
Created at: March 6, 2026, 9:54 p.m.