Triple

T8658794

Position	Surface form	Disambiguated ID	Type / Status
Subject	Karl Abraham	`E205491`	entity
Predicate	notableWork	`P4`	FINISHED
Object	A Short Study of the Development of the Libido A Short Study of the Development of the Libido is a psychoanalytic work by Karl Abraham that examines the stages and transformations of human sexual drive in early development.	`E748846`	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: A Short Study of the Development of the Libido | Statement: [Karl Abraham, notableWork, A Short Study of the Development of the Libido]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: A Short Study of the Development of the Libido
Context triple: [Karl Abraham, notableWork, A Short Study of the Development of the Libido]

A. Wandlungen und Symbole der Libido
Wandlungen und Symbole der Libido is Carl Gustav Jung’s early seminal work in analytical psychology that explores the transformation of psychic energy through myths, dreams, and symbols.
B. Three Essays on the Theory of Sexuality
Three Essays on the Theory of Sexuality is Sigmund Freud’s foundational 1905 work that outlines his psychoanalytic theories of psychosexual development, infantile sexuality, and the structure of sexual drives.
C. Sexual Behavior in the Human Male
Sexual Behavior in the Human Male is Alfred Kinsey’s landmark 1948 scientific study that revolutionized the understanding of human sexuality through large-scale empirical research and statistical analysis.
D. Eros and Civilization
Eros and Civilization is a 1955 philosophical work by Herbert Marcuse that blends Marxist and Freudian ideas to critique modern industrial society and imagine a non-repressive, liberated future.
E. Sex and Reason
Sex and Reason is a 1992 book by legal scholar Richard Posner that applies economic analysis and rational-choice theory to human sexuality and sexual regulation.
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: A Short Study of the Development of the Libido
Triple: [Karl Abraham, notableWork, A Short Study of the Development of the Libido]

Generated description

A Short Study of the Development of the Libido is a psychoanalytic work by Karl Abraham that examines the stages and transformations of human sexual drive in early development.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: A Short Study of the Development of the Libido
Target entity description: A Short Study of the Development of the Libido is a psychoanalytic work by Karl Abraham that examines the stages and transformations of human sexual drive in early development.

A. Wandlungen und Symbole der Libido
Wandlungen und Symbole der Libido is Carl Gustav Jung’s early seminal work in analytical psychology that explores the transformation of psychic energy through myths, dreams, and symbols.
B. Three Essays on the Theory of Sexuality
Three Essays on the Theory of Sexuality is Sigmund Freud’s foundational 1905 work that outlines his psychoanalytic theories of psychosexual development, infantile sexuality, and the structure of sexual drives.
C. Sexual Behavior in the Human Male
Sexual Behavior in the Human Male is Alfred Kinsey’s landmark 1948 scientific study that revolutionized the understanding of human sexuality through large-scale empirical research and statistical analysis.
D. Eros and Civilization
Eros and Civilization is a 1955 philosophical work by Herbert Marcuse that blends Marxist and Freudian ideas to critique modern industrial society and imagine a non-repressive, liberated future.
E. Sex and Reason
Sex and Reason is a 1992 book by legal scholar Richard Posner that applies economic analysis and rational-choice theory to human sexuality and sexual regulation.
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_69ca8350897c819086cde7596fbe5fe7`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc486ece68819089c74bdf98b64490`	completed	March 31, 2026, 10:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ceccf559c4819089dfb8d6b11de1df`	completed	April 2, 2026, 8:09 p.m.
NEDg	Description generation	`batch_69cece8d530081908f5a52d5d76bd414`	completed	April 2, 2026, 8:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69cecf7c66308190b9fb87bc0ab510a8`	completed	April 2, 2026, 8:20 p.m.

Created at: March 30, 2026, 6:30 p.m.