Triple

T861847
Position Surface form Disambiguated ID Type / Status
Subject Fridays for Future E18614 entity
Predicate hasKeyFigure P810 FINISHED
Object Luisa Neubauer
Luisa Neubauer is a prominent German climate activist and leading organizer of the Fridays for Future movement in Germany.
E118329 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: Luisa Neubauer | Statement: [Fridays for Future, hasKeyFigure, Luisa Neubauer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luisa Neubauer
Context triple: [Fridays for Future, hasKeyFigure, Luisa Neubauer]
  • A. Helga Maria Schmid
    Helga Maria Schmid is a German diplomat who serves as Secretary General of the Organization for Security and Co-operation in Europe (OSCE), overseeing the organization’s work on security, conflict prevention, and cooperation across its member states.
  • B. Eva Schubach
    Eva Schubach is known as a former spouse of Gerhard Schröder, the one-time Chancellor of Germany.
  • C. Margarete Weber
    Margarete Weber was the wife of Albert Speer, the Nazi Germany architect and armaments minister.
  • D. Gunta Stölzl
    Gunta Stölzl was a pioneering German textile artist and designer who led the weaving workshop at the Bauhaus and helped establish modern textile design.
  • E. Amalie Rohe
    Amalie Rohe was the mother of renowned modernist architect Ludwig Mies van der Rohe.
  • 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: Luisa Neubauer
Triple: [Fridays for Future, hasKeyFigure, Luisa Neubauer]
Generated description
Luisa Neubauer is a prominent German climate activist and leading organizer of the Fridays for Future movement in Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luisa Neubauer
Target entity description: Luisa Neubauer is a prominent German climate activist and leading organizer of the Fridays for Future movement in Germany.
  • A. Helga Maria Schmid
    Helga Maria Schmid is a German diplomat who serves as Secretary General of the Organization for Security and Co-operation in Europe (OSCE), overseeing the organization’s work on security, conflict prevention, and cooperation across its member states.
  • B. Eva Schubach
    Eva Schubach is known as a former spouse of Gerhard Schröder, the one-time Chancellor of Germany.
  • C. Margarete Weber
    Margarete Weber was the wife of Albert Speer, the Nazi Germany architect and armaments minister.
  • D. Gunta Stölzl
    Gunta Stölzl was a pioneering German textile artist and designer who led the weaving workshop at the Bauhaus and helped establish modern textile design.
  • E. Amalie Rohe
    Amalie Rohe was the mother of renowned modernist architect Ludwig Mies van der Rohe.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac6631408190a19b83126fa86100 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a0b0f548190a8ad0cf72cf23ebf completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a7b1a148190950d40db59a6c0de completed March 7, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69ac2ad8a14c819086d21ba068aedf2f completed March 7, 2026, 1:40 p.m.
Created at: March 1, 2026, 7:39 p.m.