Triple

T15039800
Position Surface form Disambiguated ID Type / Status
Subject Iain M. Banks E378569 entity
Predicate spouse P13 FINISHED
Object Annemarie Dyckhoff
Annemarie Dyckhoff is best known as the wife of Scottish science fiction author Iain M. Banks.
E1148077 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: Annemarie Dyckhoff | Statement: [Iain M. Banks, spouse, Annemarie Dyckhoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annemarie Dyckhoff
Context triple: [Iain M. Banks, spouse, Annemarie Dyckhoff]
  • A. Annemarie Schmidt
    Annemarie Schmidt is a person notable enough to be specifically cited as a bearer of the surname Schmidt.
  • B. Johanna Herting
    Johanna Herting was the wife of 19th-century civil engineer John A. Roebling, known for supporting him during his career designing pioneering suspension bridges such as the Brooklyn Bridge.
  • C. Emma Körner
    Emma Körner was a German painter from a prominent Dresden family, best known for her portraits and for being the sister of poet and patriot Theodor Körner.
  • D. Juliane Köhler
    Juliane Köhler is a German actress known for her acclaimed performances in film, television, and theater, including award-winning roles in internationally recognized German cinema.
  • E. Anna Herdegen
    Anna Herdegen was the mother of German organic chemist and Nobel laureate Hans Fischer.
  • 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: Annemarie Dyckhoff
Triple: [Iain M. Banks, spouse, Annemarie Dyckhoff]
Generated description
Annemarie Dyckhoff is best known as the wife of Scottish science fiction author Iain M. Banks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annemarie Dyckhoff
Target entity description: Annemarie Dyckhoff is best known as the wife of Scottish science fiction author Iain M. Banks.
  • A. Annemarie Schmidt
    Annemarie Schmidt is a person notable enough to be specifically cited as a bearer of the surname Schmidt.
  • B. Johanna Herting
    Johanna Herting was the wife of 19th-century civil engineer John A. Roebling, known for supporting him during his career designing pioneering suspension bridges such as the Brooklyn Bridge.
  • C. Emma Körner
    Emma Körner was a German painter from a prominent Dresden family, best known for her portraits and for being the sister of poet and patriot Theodor Körner.
  • D. Juliane Köhler
    Juliane Köhler is a German actress known for her acclaimed performances in film, television, and theater, including award-winning roles in internationally recognized German cinema.
  • E. Anna Herdegen
    Anna Herdegen was the mother of German organic chemist and Nobel laureate Hans Fischer.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82e79a481908ddb9609af8c4407 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69feef603b788190ad747d73af2363d4 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef0f34c84819089e59789eeb12074 completed May 9, 2026, 8:31 a.m.
NED2 Entity disambiguation (via description) batch_69fef23174a88190bdbe89a7ded4c782 completed May 9, 2026, 8:37 a.m.
Created at: April 10, 2026, 3 a.m.