Triple

T17401333
Position Surface form Disambiguated ID Type / Status
Subject Dandenong Hospital E423093 entity
Predicate hasDepartment P35 FINISHED
Object Allied Health Services
Allied Health Services is a multidisciplinary hospital department that provides therapeutic and diagnostic support services such as physiotherapy, occupational therapy, and related clinical care to patients.
E1267880 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: Allied Health Services | Statement: [Dandenong Hospital, hasDepartment, Allied Health Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied Health Services
Context triple: [Dandenong Hospital, hasDepartment, Allied Health Services]
  • A. School of Allied Health Professions
    The School of Allied Health Professions is an academic division of Loma Linda University that offers professional education and training programs in various allied health fields such as therapy, imaging, and clinical sciences.
  • B. School of Allied Health Professions
    The School of Allied Health Professions is an academic division of LSU Health Shreveport that educates and trains students for a range of clinical and support roles in the healthcare system.
  • C. Auxiliary Medical Service
    The Auxiliary Medical Service is a Hong Kong government volunteer-based emergency medical and rescue organization that supports public healthcare and disaster response.
  • D. Health Services Division
    The Health Services Division is the unit within the Georgia Department of Corrections responsible for overseeing and delivering medical and healthcare services to individuals in the state’s correctional facilities.
  • E. College of Allied Health
    The College of Allied Health is an academic division of California Baptist University that offers professional programs in health-related fields such as nursing, public health, and other allied health disciplines.
  • 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: Allied Health Services
Triple: [Dandenong Hospital, hasDepartment, Allied Health Services]
Generated description
Allied Health Services is a multidisciplinary hospital department that provides therapeutic and diagnostic support services such as physiotherapy, occupational therapy, and related clinical care to patients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied Health Services
Target entity description: Allied Health Services is a multidisciplinary hospital department that provides therapeutic and diagnostic support services such as physiotherapy, occupational therapy, and related clinical care to patients.
  • A. School of Allied Health Professions
    The School of Allied Health Professions is an academic division of Loma Linda University that offers professional education and training programs in various allied health fields such as therapy, imaging, and clinical sciences.
  • B. School of Allied Health Professions
    The School of Allied Health Professions is an academic division of LSU Health Shreveport that educates and trains students for a range of clinical and support roles in the healthcare system.
  • C. College of Allied Health
    The College of Allied Health is an academic division of California Baptist University that offers professional programs in health-related fields such as nursing, public health, and other allied health disciplines.
  • D. College of Allied Health Professions
    The College of Allied Health Professions is an academic division of the University of South Alabama that offers professional education and training programs in various allied health fields.
  • E. School of Allied Health and Social Care
    The School of Allied Health and Social Care is a faculty of the University of Derby that provides professional education and training in healthcare and social care disciplines.
  • 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_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.