Triple

T20854247
Position Surface form Disambiguated ID Type / Status
Subject Berlin Psychoanalytic Institute E513437 entity
Predicate notableMember P10 FINISHED
Object Karen Horney
Karen Horney was a pioneering German-born psychoanalyst known for her influential theories on neurosis, feminine psychology, and her critiques of Freudian orthodoxy.
E1454015 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: Karen Horney | Statement: [Berlin Psychoanalytic Institute, notableMember, Karen Horney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karen Horney
Context triple: [Berlin Psychoanalytic Institute, notableMember, Karen Horney]
  • A. Isaak Spielrein
    Isaak Spielrein was the brother of Russian-Jewish psychoanalyst Sabina Spielrein, belonging to the same intellectual family background in early 20th-century Russia.
  • B. Erika Kohut
    Erika Kohut is a repressed, emotionally tormented Vienna piano teacher whose sadomasochistic desires and destructive relationship with her mother drive the psychological drama of Elfriede Jelinek’s novel "The Piano Teacher."
  • C. Sabina Spielrein
    Sabina Spielrein was a pioneering Russian psychoanalyst whose life and work intersected with those of Carl Jung and Sigmund Freud, contributing early ideas to psychoanalytic theory and the concept of the death drive.
  • D. Margaret Mahler
    Margaret Mahler was a Hungarian-born psychoanalyst best known for her influential work on child development and the separation–individuation theory.
  • E. Melanie Klein
    Melanie Klein was an influential Austrian-British psychoanalyst known for pioneering child analysis and developing object relations theory within psychoanalysis.
  • 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: Karen Horney
Triple: [Berlin Psychoanalytic Institute, notableMember, Karen Horney]
Generated description
Karen Horney was a pioneering German-born psychoanalyst known for her influential theories on neurosis, feminine psychology, and her critiques of Freudian orthodoxy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karen Horney
Target entity description: Karen Horney was a pioneering German-born psychoanalyst known for her influential theories on neurosis, feminine psychology, and her critiques of Freudian orthodoxy.
  • A. Isaak Spielrein
    Isaak Spielrein was the brother of Russian-Jewish psychoanalyst Sabina Spielrein, belonging to the same intellectual family background in early 20th-century Russia.
  • B. Erika Kohut
    Erika Kohut is a repressed, emotionally tormented Vienna piano teacher whose sadomasochistic desires and destructive relationship with her mother drive the psychological drama of Elfriede Jelinek’s novel "The Piano Teacher."
  • C. Sabina Spielrein
    Sabina Spielrein was a pioneering Russian psychoanalyst whose life and work intersected with those of Carl Jung and Sigmund Freud, contributing early ideas to psychoanalytic theory and the concept of the death drive.
  • D. Margaret Mahler
    Margaret Mahler was a Hungarian-born psychoanalyst best known for her influential work on child development and the separation–individuation theory.
  • E. Melanie Klein
    Melanie Klein was an influential Austrian-British psychoanalyst known for pioneering child analysis and developing object relations theory within psychoanalysis.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3a7113c819087994bcdfe643bc1 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0980f48190a2dc1cc29621bcd8 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090bf30e048190a2c81dece02c997d completed May 17, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a090d0d52fc8190aed0a475f3424213 completed May 17, 2026, 12:34 a.m.
Created at: April 16, 2026, 12:44 p.m.