Triple
T9864754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philippine General Hospital |
E239802
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Department of Otorhinolaryngology |
E147894
|
NE FINISHED |
How this triple was built (2 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: Department of Otorhinolaryngology | Statement: [Philippine General Hospital, hasDepartment, Department of Otorhinolaryngology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Otorhinolaryngology Context triple: [Philippine General Hospital, hasDepartment, Department of Otorhinolaryngology]
-
A.
Department of Otolaryngology–Head and Neck Surgery
chosen
The Department of Otolaryngology–Head and Neck Surgery is a medical specialty division focused on diagnosing and treating disorders of the ear, nose, throat, and related structures of the head and neck.
-
B.
Department of Oral and Maxillofacial Surgery
The Department of Oral and Maxillofacial Surgery is a clinical and academic unit specializing in surgical treatment of diseases, injuries, and deformities of the mouth, jaws, face, and related structures.
-
C.
Department of Audiology and Speech-Language Pathology
The Department of Audiology and Speech-Language Pathology is an academic unit that educates and trains professionals in the assessment, diagnosis, and treatment of hearing, balance, speech, and language disorders.
-
D.
Department of Speech and Hearing Science
The Department of Speech and Hearing Science is an academic unit at the University of Illinois Urbana–Champaign focused on research and education in human communication, speech, language, and hearing.
-
E.
Department of Vision and Hearing Sciences
The Department of Vision and Hearing Sciences is an academic unit at Anglia Ruskin University specializing in education and research related to eye and ear health, including optometry, audiology, and related clinical sciences.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3ba7f288190a15ebec2cc3112c4 |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e44dc0b8819082294a479299814e |
completed | April 5, 2026, 4:25 a.m. |
Created at: March 30, 2026, 8:36 p.m.