Triple

T1682334

Position	Surface form	Disambiguated ID	Type / Status
Subject	DSM-IV	`E36365`	entity
Predicate	publisher	`P29`	FINISHED
Object	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.	`E189279`	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 Psychiatric Association | Statement: [DSM-IV, publisher, American Psychiatric Association]

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

Target entity: American Psychiatric Association
Context triple: [DSM-IV, publisher, American Psychiatric Association]

A. 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.
B. National Institute of Mental Health
The National Institute of Mental Health is a leading U.S. federal research agency dedicated to understanding, treating, and preventing mental illnesses.
C. American Medical Association
The American Medical Association is a leading professional organization for physicians in the United States that sets ethical standards, influences health policy, and advocates for the medical profession and patient care.
D. American Academy of Pediatrics
The American Academy of Pediatrics is a professional organization of pediatricians in the United States dedicated to advancing the health and well-being of infants, children, adolescents, and young adults through advocacy, education, and clinical guidance.
E. Association of American Physicians
The Association of American Physicians is an honorific, elected society of leading physician-scientists in the United States dedicated to advancing medical research 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: American Psychiatric Association
Triple: [DSM-IV, publisher, American Psychiatric Association]

Generated description

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.

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

Target entity: American Psychiatric Association
Target entity description: 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.

A. 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.
B. National Institute of Mental Health
The National Institute of Mental Health is a leading U.S. federal research agency dedicated to understanding, treating, and preventing mental illnesses.
C. American Medical Association
The American Medical Association is a leading professional organization for physicians in the United States that sets ethical standards, influences health policy, and advocates for the medical profession and patient care.
D. American Academy of Pediatrics
The American Academy of Pediatrics is a professional organization of pediatricians in the United States dedicated to advancing the health and well-being of infants, children, adolescents, and young adults through advocacy, education, and clinical guidance.
E. Association of American Physicians
The Association of American Physicians is an honorific, elected society of leading physician-scientists in the United States dedicated to advancing medical research 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_69a886139ed081909af0940aa9313512`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa627935888190ad793a720bb6cba5`	completed	March 6, 2026, 5:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad71bf1998819094d3eb67c6e6bafd`	completed	March 8, 2026, 12:55 p.m.
NEDg	Description generation	`batch_69ad7298ee288190b5e2b7d2ccb17a91`	completed	March 8, 2026, 12:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad7305c7b48190a8a443dbc20ec9b2`	completed	March 8, 2026, 1 p.m.

Created at: March 4, 2026, 7:29 p.m.