Triple

T8735596
Position Surface form Disambiguated ID Type / Status
Subject Gisela Stuart E207374 entity
Predicate birthName P65 FINISHED
Object Gisela Gschaider
Gisela Gschaider, better known as Gisela Stuart, is a German-born British Labour politician who served as Member of Parliament for Birmingham Edgbaston and played a prominent role in the UK’s Brexit referendum campaign.
E754997 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: Gisela Gschaider | Statement: [Gisela Stuart, birthName, Gisela Gschaider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gisela Gschaider
Context triple: [Gisela Stuart, birthName, Gisela Gschaider]
  • A. Dietlinde Rehbock
    Dietlinde Rehbock is known as one of the children of bestselling adventure novelist Wilbur Smith.
  • B. Birgit Menzel
    Birgit Menzel is a scholar and academic known for her work in Slavic studies and Russian literature and culture.
  • C. Therese Giehse
    Therese Giehse was a prominent German stage and film actress, renowned for her powerful performances in works by Bertolt Brecht and for her opposition to the Nazi regime.
  • D. Barbara Scholz
    Barbara Scholz is a philosopher of linguistics known for her influential critiques of nativist theories of language acquisition, particularly the poverty of the stimulus argument.
  • E. Birgit Kroencke
    Birgit Kroencke is a Danish former model and painter best known as the longtime wife of British actor Christopher Lee.
  • 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: Gisela Gschaider
Triple: [Gisela Stuart, birthName, Gisela Gschaider]
Generated description
Gisela Gschaider, better known as Gisela Stuart, is a German-born British Labour politician who served as Member of Parliament for Birmingham Edgbaston and played a prominent role in the UK’s Brexit referendum campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gisela Gschaider
Target entity description: Gisela Gschaider, better known as Gisela Stuart, is a German-born British Labour politician who served as Member of Parliament for Birmingham Edgbaston and played a prominent role in the UK’s Brexit referendum campaign.
  • A. Dietlinde Rehbock
    Dietlinde Rehbock is known as one of the children of bestselling adventure novelist Wilbur Smith.
  • B. Birgit Menzel
    Birgit Menzel is a scholar and academic known for her work in Slavic studies and Russian literature and culture.
  • C. Therese Giehse
    Therese Giehse was a prominent German stage and film actress, renowned for her powerful performances in works by Bertolt Brecht and for her opposition to the Nazi regime.
  • D. Barbara Scholz
    Barbara Scholz is a philosopher of linguistics known for her influential critiques of nativist theories of language acquisition, particularly the poverty of the stimulus argument.
  • E. Birgit Kroencke
    Birgit Kroencke is a Danish former model and painter best known as the longtime wife of British actor Christopher Lee.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d44275881909f7eb40b24180294 completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42bd840081908074e9d322a15b68 completed April 3, 2026, 4:31 a.m.
NEDg Description generation batch_69cf44b3ce2c8190b109189990ae6564 completed April 3, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69cf4578473081909fc55632c366a56a completed April 3, 2026, 4:43 a.m.
Created at: March 30, 2026, 6:37 p.m.