Triple
T14254553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medical Subject Headings |
E353351
|
entity |
| Predicate | hasTopLevelCategory |
P107049
|
FINISHED |
| Object |
Psychiatry and Psychology
Psychiatry and Psychology is a broad field encompassing the medical and scientific study, diagnosis, and treatment of mental, emotional, and behavioral disorders, as well as the research of human cognition and behavior.
|
E1089722
|
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: Psychiatry and Psychology | Statement: [Medical Subject Headings, hasTopLevelCategory, Psychiatry and Psychology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Psychiatry and Psychology Context triple: [Medical Subject Headings, hasTopLevelCategory, Psychiatry and Psychology]
-
A.
Psychiatry
Psychiatry is a medical specialty focused on diagnosing, treating, and preventing mental, emotional, and behavioral disorders.
-
B.
Psychiatric Services
Psychiatric Services is a peer-reviewed journal focusing on mental health services, policy, and clinical practice, published by the American Psychiatric Association.
-
C.
Counseling and Psychotherapy
Counseling and Psychotherapy is a foundational 1942 book by Carl Rogers that introduced his client-centered therapeutic approach and helped transform modern talk therapy.
-
D.
Psychology
Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
-
E.
Department of Psychiatry and Behavioral Sciences
The Department of Psychiatry and Behavioral Sciences is an academic and clinical department at Vanderbilt University School of Medicine focused on mental health research, education, and patient care.
- 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: Psychiatry and Psychology Triple: [Medical Subject Headings, hasTopLevelCategory, Psychiatry and Psychology]
Generated description
Psychiatry and Psychology is a broad field encompassing the medical and scientific study, diagnosis, and treatment of mental, emotional, and behavioral disorders, as well as the research of human cognition and behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Psychiatry and Psychology Target entity description: Psychiatry and Psychology is a broad field encompassing the medical and scientific study, diagnosis, and treatment of mental, emotional, and behavioral disorders, as well as the research of human cognition and behavior.
-
A.
Psychiatry
Psychiatry is a medical specialty focused on diagnosing, treating, and preventing mental, emotional, and behavioral disorders.
-
B.
Psychiatric Services
Psychiatric Services is a peer-reviewed journal focusing on mental health services, policy, and clinical practice, published by the American Psychiatric Association.
-
C.
Counseling and Psychotherapy
Counseling and Psychotherapy is a foundational 1942 book by Carl Rogers that introduced his client-centered therapeutic approach and helped transform modern talk therapy.
-
D.
Psychology
Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
-
E.
Department of Psychiatry and Behavioral Sciences
The Department of Psychiatry and Behavioral Sciences is an academic and clinical department at Vanderbilt University School of Medicine focused on mental health research, education, and patient care.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6297f38c819090d7c7fd8bfa2e9e |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325c98288190ba035fb5cc5bcf6b |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
Created at: April 10, 2026, 1:09 a.m.