Triple

T4128868
Position Surface form Disambiguated ID Type / Status
Subject Bühler E84991 entity
Predicate hasNotableBearer P458 FINISHED
Object Charlotte Bühler
Charlotte Bühler was an influential German-American developmental psychologist known for her pioneering work on child and lifespan development and her contributions to humanistic psychology.
 E420523 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: Charlotte Bühler | Statement: [Bühler, hasNotableBearer, Charlotte Bühler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charlotte Bühler
Context triple: [Bühler, hasNotableBearer, Charlotte Bühler]
  • A. Amalie Rohe
    Amalie Rohe was the mother of renowned modernist architect Ludwig Mies van der Rohe.
  • B. Elisabeth Vietz
    Elisabeth Vietz was the mother of Austrian composer Franz Schubert, playing a formative role in his early family life and upbringing.
  • C. Bertha Manthey
    Bertha Manthey was the wife of Norwegian historian, teacher, and Nobel Peace Prize–winning political scientist Christian Lous Lange.
  • D. Luisa Haag
    Luisa Haag was the mother of the 19th-century Russian writer and political thinker Alexander Herzen.
  • E. Margarete Boden
    Margarete Boden was a German nurse who became known as the wife of Heinrich Himmler, one of the leading figures of Nazi Germany.
  • 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: Charlotte Bühler
Triple: [Bühler, hasNotableBearer, Charlotte Bühler]
Generated description
Charlotte Bühler was an influential German-American developmental psychologist known for her pioneering work on child and lifespan development and her contributions to humanistic psychology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charlotte Bühler
Target entity description: Charlotte Bühler was an influential German-American developmental psychologist known for her pioneering work on child and lifespan development and her contributions to humanistic psychology.
  • A. Amalie Rohe
    Amalie Rohe was the mother of renowned modernist architect Ludwig Mies van der Rohe.
  • B. Elisabeth Vietz
    Elisabeth Vietz was the mother of Austrian composer Franz Schubert, playing a formative role in his early family life and upbringing.
  • C. Bertha Manthey
    Bertha Manthey was the wife of Norwegian historian, teacher, and Nobel Peace Prize–winning political scientist Christian Lous Lange.
  • D. Luisa Haag
    Luisa Haag was the mother of the 19th-century Russian writer and political thinker Alexander Herzen.
  • E. Margarete Boden
    Margarete Boden was a German nurse who became known as the wife of Heinrich Himmler, one of the leading figures of Nazi Germany.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af021c5ca48190a829bab07dda55d0 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589de64fc81909662197fdbe45446 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58ad68af88190863ea23e170ce2ca completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58ba2edbc81908bfbe5d91daf5ae5 completed March 14, 2026, 4:24 p.m.
Created at: March 9, 2026, 3:42 p.m.