Triple

T8057325

Position	Surface form	Disambiguated ID	Type / Status
Subject	Erich Fromm	`E188032`	entity
Predicate	memberOf	`P10`	FINISHED
Object	American Psychoanalytic Association The American Psychoanalytic Association is a leading professional organization in the United States dedicated to advancing psychoanalytic theory, education, and clinical practice.	`E707124`	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: American Psychoanalytic Association | Statement: [Erich Fromm, memberOf, American Psychoanalytic Association]

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

Target entity: American Psychoanalytic Association
Context triple: [Erich Fromm, memberOf, American Psychoanalytic Association]

A. International Psychoanalytical Association
The International Psychoanalytical Association is the world’s oldest and largest international organization for psychoanalysts, founded in the early 20th century to develop and uphold the standards of Freudian psychoanalysis worldwide.
B. British Psychoanalytical Society
The British Psychoanalytical Society is a professional organization that promotes and regulates the practice, training, and development of psychoanalysis in the United Kingdom.
C. American Psychological Association
The American Psychological Association is the leading professional organization representing psychologists in the United States, dedicated to advancing psychological science, education, and practice.
D. Vienna Psychoanalytic Society
The Vienna Psychoanalytic Society was an early 20th-century professional group in Vienna that served as the first formal organization for Sigmund Freud and his circle to develop and discuss psychoanalytic theory.
E. American Psychiatric Association
The American Psychiatric Association is the main professional organization of psychiatrists in the United States and a leading authority on psychiatric diagnosis, research, and practice.
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: American Psychoanalytic Association
Triple: [Erich Fromm, memberOf, American Psychoanalytic Association]

Generated description

The American Psychoanalytic Association is a leading professional organization in the United States dedicated to advancing psychoanalytic theory, education, and clinical practice.

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

Target entity: American Psychoanalytic Association
Target entity description: The American Psychoanalytic Association is a leading professional organization in the United States dedicated to advancing psychoanalytic theory, education, and clinical practice.

A. International Psychoanalytical Association
The International Psychoanalytical Association is the world’s oldest and largest international organization for psychoanalysts, founded in the early 20th century to develop and uphold the standards of Freudian psychoanalysis worldwide.
B. British Psychoanalytical Society
The British Psychoanalytical Society is a professional organization that promotes and regulates the practice, training, and development of psychoanalysis in the United Kingdom.
C. American Psychological Association
The American Psychological Association is the leading professional organization representing psychologists in the United States, dedicated to advancing psychological science, education, and practice.
D. Vienna Psychoanalytic Society
The Vienna Psychoanalytic Society was an early 20th-century professional group in Vienna that served as the first formal organization for Sigmund Freud and his circle to develop and discuss psychoanalytic theory.
E. American Psychiatric Association
The American Psychiatric Association is the main professional organization of psychiatrists in the United States and a leading authority on psychiatric diagnosis, research, and practice.
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_69ca82b2f68881908c50560697e210da`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3fa3dd2481909e925304fcea2111`	completed	March 31, 2026, 3:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc5725c5308190b2eb565902124b10`	completed	March 31, 2026, 11:22 p.m.
NEDg	Description generation	`batch_69cc58ae255c8190a6a2d2f335c6cc3f`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cd22b188190b8a31e8e8ac8b98d`	completed	March 31, 2026, 11:46 p.m.

Created at: March 30, 2026, 5:25 p.m.