Triple
T17401328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dandenong Hospital |
E423093
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Mental Health Services
Mental Health Services is a hospital department that provides assessment, treatment, and support for people experiencing mental health conditions and psychological distress.
|
E870288
|
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: Mental Health Services | Statement: [Dandenong Hospital, hasDepartment, Mental Health Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mental Health Services Context triple: [Dandenong Hospital, hasDepartment, Mental Health Services]
-
A.
Psychiatric Services
Psychiatric Services is a peer-reviewed journal focusing on mental health services, policy, and clinical practice, published by the American Psychiatric Association.
-
B.
Mental Health Program
The Mental Health Program is a Carter Center initiative dedicated to improving access to mental health care, reducing stigma, and advancing mental health policies worldwide.
-
C.
Mental Health Department
The Mental Health Department is a specialized clinical unit within Brockville General Hospital that provides assessment, treatment, and support services for individuals experiencing mental health and psychiatric conditions.
-
D.
Division of Mental Health
The Division of Mental Health is a state-level agency unit in Illinois responsible for overseeing and coordinating public mental health services, policies, and programs for residents.
-
E.
Mental Health Division
The Mental Health Division is the branch of Ireland’s Health Service Executive responsible for planning, funding, and overseeing public mental health services nationwide.
- 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: Mental Health Services Triple: [Dandenong Hospital, hasDepartment, Mental Health Services]
Generated description
Mental Health Services is a hospital department that provides assessment, treatment, and support for people experiencing mental health conditions and psychological distress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mental Health Services Target entity description: Mental Health Services is a hospital department that provides assessment, treatment, and support for people experiencing mental health conditions and psychological distress.
-
A.
Psychiatric Services
Psychiatric Services is a peer-reviewed journal focusing on mental health services, policy, and clinical practice, published by the American Psychiatric Association.
-
B.
Mental Health Program
The Mental Health Program is a Carter Center initiative dedicated to improving access to mental health care, reducing stigma, and advancing mental health policies worldwide.
-
C.
Mental Health Department
chosen
The Mental Health Department is a specialized clinical unit within Brockville General Hospital that provides assessment, treatment, and support services for individuals experiencing mental health and psychiatric conditions.
-
D.
Division of Mental Health
The Division of Mental Health is a state-level agency unit in Illinois responsible for overseeing and coordinating public mental health services, policies, and programs for residents.
-
E.
Mental Health Division
The Mental Health Division is the branch of Ireland’s Health Service Executive responsible for planning, funding, and overseeing public mental health services nationwide.
- F. None of above.
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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43ac126788190b51323bde3c9ba69 |
completed | April 19, 2026, 2:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7f5186c8190bdad27acf3c62a6a |
completed | May 11, 2026, 9:57 a.m. |
| NEDg | Description generation | batch_6a01aaa3bab48190ab62550800dcdf8c |
completed | May 11, 2026, 10:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01abc00cf08190b5dad64d9ce0f656 |
completed | May 11, 2026, 10:13 a.m. |
Created at: April 10, 2026, 5:45 a.m.