Triple

T15857071

Position	Surface form	Disambiguated ID	Type / Status
Subject	Seymour Boorstein	`E384486`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Association for Transpersonal Psychology The Association for Transpersonal Psychology is a professional organization dedicated to the study and advancement of transpersonal psychology, which explores spiritual and transcendent aspects of human experience within psychological practice and research.	`E1179968`	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: Association for Transpersonal Psychology | Statement: [Seymour Boorstein, memberOf, Association for Transpersonal Psychology]

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

Target entity: Association for Transpersonal Psychology
Context triple: [Seymour Boorstein, memberOf, Association for Transpersonal Psychology]

A. Society for the Anthropology of Consciousness
The Society for the Anthropology of Consciousness is a scholarly organization that promotes anthropological research and dialogue on consciousness, altered states, and related cultural and spiritual phenomena.
B. Association for the Scientific Study of Consciousness
The Association for the Scientific Study of Consciousness is an international academic society dedicated to advancing rigorous, interdisciplinary research on the nature, mechanisms, and functions of consciousness.
C. Institute of Noetic Sciences
The Institute of Noetic Sciences is a research organization that explores consciousness, human potential, and the intersection of science and spirituality.
D. 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.
E. 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.
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: Association for Transpersonal Psychology
Triple: [Seymour Boorstein, memberOf, Association for Transpersonal Psychology]

Generated description

The Association for Transpersonal Psychology is a professional organization dedicated to the study and advancement of transpersonal psychology, which explores spiritual and transcendent aspects of human experience within psychological practice and research.

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

Target entity: Association for Transpersonal Psychology
Target entity description: The Association for Transpersonal Psychology is a professional organization dedicated to the study and advancement of transpersonal psychology, which explores spiritual and transcendent aspects of human experience within psychological practice and research.

A. Society for the Anthropology of Consciousness
The Society for the Anthropology of Consciousness is a scholarly organization that promotes anthropological research and dialogue on consciousness, altered states, and related cultural and spiritual phenomena.
B. Association for the Scientific Study of Consciousness
The Association for the Scientific Study of Consciousness is an international academic society dedicated to advancing rigorous, interdisciplinary research on the nature, mechanisms, and functions of consciousness.
C. Institute of Noetic Sciences
The Institute of Noetic Sciences is a research organization that explores consciousness, human potential, and the intersection of science and spirituality.
D. 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.
E. 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.
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_69d86da422088190aac39e32e6c68429`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e1555808688190882b610109d1e5f4`	completed	April 16, 2026, 9:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa14c1e508190a182db216cc4e326`	completed	May 9, 2026, 9:04 p.m.
NEDg	Description generation	`batch_69ffa41b33cc819096553ee33b144d36`	completed	May 9, 2026, 9:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffa4a168108190b6edf41830aa4cd0`	completed	May 9, 2026, 9:18 p.m.

Created at: April 10, 2026, 4:50 a.m.