Triple
T2945799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nowra |
E79496
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Shoalhaven District Memorial Hospital
Shoalhaven District Memorial Hospital is a public regional hospital serving the healthcare needs of the Shoalhaven area on the New South Wales South Coast.
|
E312418
|
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: Shoalhaven District Memorial Hospital | Statement: [Nowra, hasFacility, Shoalhaven District Memorial Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shoalhaven District Memorial Hospital Context triple: [Nowra, hasFacility, Shoalhaven District Memorial Hospital]
-
A.
Mount Isa Hospital
Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
-
B.
Lismore Base Hospital
Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
-
C.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
D.
Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
-
E.
Tweed Hospital
Tweed Hospital is a public healthcare facility serving the medical and emergency needs of the Tweed Heads region in New South Wales, Australia.
- 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: Shoalhaven District Memorial Hospital Triple: [Nowra, hasFacility, Shoalhaven District Memorial Hospital]
Generated description
Shoalhaven District Memorial Hospital is a public regional hospital serving the healthcare needs of the Shoalhaven area on the New South Wales South Coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shoalhaven District Memorial Hospital Target entity description: Shoalhaven District Memorial Hospital is a public regional hospital serving the healthcare needs of the Shoalhaven area on the New South Wales South Coast.
-
A.
Mount Isa Hospital
Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
-
B.
Lismore Base Hospital
Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
-
C.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
D.
Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
-
E.
Tweed Hospital
Tweed Hospital is a public healthcare facility serving the medical and emergency needs of the Tweed Heads region in New South Wales, Australia.
- 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98b3f86c819094526c2af611bfb5 |
completed | March 8, 2026, 3:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08692105c81908a3a146376b7417f |
completed | March 10, 2026, 9:01 p.m. |
| NEDg | Description generation | batch_69b0d55128fc8190919354199e4c21bf |
completed | March 11, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d5f35adc81909af0a7cafbeb92de |
completed | March 11, 2026, 2:39 a.m. |
Created at: March 8, 2026, 2:56 p.m.