Triple

T382114
Position Surface form Disambiguated ID Type / Status
Subject Love Actually E8702 entity
Predicate hasCastMember P2308 FINISHED
Object Heike Makatsch
Heike Makatsch is a German actress and former television presenter known internationally for her roles in films such as "Love Actually" and "Resident Evil."
E51658 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: Heike Makatsch | Statement: [Love Actually, hasCastMember, Heike Makatsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heike Makatsch
Context triple: [Love Actually, hasCastMember, Heike Makatsch]
  • A. Bettina
    Bettina is a feminine given name of Hebrew origin, often considered a diminutive of Elisabeth or Benedetta and used in various European languages.
  • B. Armgard von Cramm
    Armgard von Cramm was a German noblewoman best known as the mother of Prince Bernhard of the Netherlands and thus grandmother of former Dutch Queen Beatrix.
  • C. Anna von Bönninghausen
    Anna von Bönninghausen was a 17th-century German noblewoman best known as the mother of Bernhard von Galen, the influential Prince-Bishop of Münster.
  • D. Luisa
    Luisa is a feminine given name used in various languages, particularly Romance languages, as a form of the name Louise.
  • E. Morgenstern
    Morgenstern is a German surname borne by various notable figures in fields such as economics, literature, and the arts.
  • 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: Heike Makatsch
Triple: [Love Actually, hasCastMember, Heike Makatsch]
Generated description
Heike Makatsch is a German actress and former television presenter known internationally for her roles in films such as "Love Actually" and "Resident Evil."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heike Makatsch
Target entity description: Heike Makatsch is a German actress and former television presenter known internationally for her roles in films such as "Love Actually" and "Resident Evil."
  • A. Bettina
    Bettina is a feminine given name of Hebrew origin, often considered a diminutive of Elisabeth or Benedetta and used in various European languages.
  • B. Armgard von Cramm
    Armgard von Cramm was a German noblewoman best known as the mother of Prince Bernhard of the Netherlands and thus grandmother of former Dutch Queen Beatrix.
  • C. Anna von Bönninghausen
    Anna von Bönninghausen was a 17th-century German noblewoman best known as the mother of Bernhard von Galen, the influential Prince-Bishop of Münster.
  • D. Luisa
    Luisa is a feminine given name used in various languages, particularly Romance languages, as a form of the name Louise.
  • E. Morgenstern
    Morgenstern is a German surname borne by various notable figures in fields such as economics, literature, and the arts.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2e3d5c8190b358bd9fd6b16a14 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4177149008190a4b7b252e21dcb09 completed March 1, 2026, 10:39 a.m.
NEDg Description generation batch_69a41834c510819093a9405a0bea297a completed March 1, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69a4188888ec8190b9dc3efb93bfe627 completed March 1, 2026, 10:44 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.