Triple

T12115635
Position Surface form Disambiguated ID Type / Status
Subject Michael (Love Actually) E288551 entity
Predicate romanticInterest P7325 FINISHED
Object 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."
E965725 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: Judy (Love Actually) | Statement: [Michael (Love Actually), romanticInterest, Judy (Love Actually)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Judy (Love Actually)
Context triple: [Michael (Love Actually), romanticInterest, Judy (Love Actually)]
  • A. Joanna (Love Actually)
    Joanna is the talented American schoolgirl and singer in "Love Actually" who becomes the object of young Sam’s heartfelt first crush.
  • B. Karen (Love Actually)
    Karen is a central character in the romantic comedy film "Love Actually," a devoted wife and mother whose emotional storyline explores marital strain and heartbreak.
  • C. Sarah (Love Actually)
    Sarah is a shy, kind-hearted office worker in the film "Love Actually," whose unrequited love for a colleague is complicated by her deep responsibility for her mentally ill brother.
  • D. Mia (Love Actually)
    Mia is Harry’s seductive and manipulative secretary in "Love Actually," whose flirtation with him threatens his marriage.
  • E. Daisy (Love Actually)
    Daisy is Karen and Harry’s young daughter in the film "Love Actually," best known for her role in the school Christmas pageant scene.
  • 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: Judy (Love Actually)
Triple: [Michael (Love Actually), romanticInterest, Judy (Love Actually)]
Generated description
Judy is a shy, kind-hearted body double who develops a sweet, awkwardly tender romance with her coworker John in the film "Love Actually."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Judy (Love Actually)
Target entity description: Judy is a shy, kind-hearted body double who develops a sweet, awkwardly tender romance with her coworker John in the film "Love Actually."
  • A. Joanna (Love Actually)
    Joanna is the talented American schoolgirl and singer in "Love Actually" who becomes the object of young Sam’s heartfelt first crush.
  • B. Karen (Love Actually)
    Karen is a central character in the romantic comedy film "Love Actually," a devoted wife and mother whose emotional storyline explores marital strain and heartbreak.
  • C. Sarah (Love Actually)
    Sarah is a shy, kind-hearted office worker in the film "Love Actually," whose unrequited love for a colleague is complicated by her deep responsibility for her mentally ill brother.
  • D. Mia (Love Actually)
    Mia is Harry’s seductive and manipulative secretary in "Love Actually," whose flirtation with him threatens his marriage.
  • E. Daisy (Love Actually)
    Daisy is Karen and Harry’s young daughter in the film "Love Actually," best known for her role in the school Christmas pageant scene.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156921dc8190aa132b0ab3a7c184 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67f9c30819089305d5d42210c34 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:49 p.m.