Triple
T7843995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inverell |
E181873
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Inverell District Hospital
Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
|
E699025
|
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: Inverell District Hospital | Statement: [Inverell, hasHospital, Inverell District Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverell District Hospital Context triple: [Inverell, hasHospital, Inverell District Hospital]
-
A.
Bellingen River District Hospital
Bellingen River District Hospital is a small regional public hospital serving the healthcare needs of the Bellingen community and surrounding areas in New South Wales, Australia.
-
B.
Dungog District Hospital
Dungog District Hospital is a small public healthcare facility serving the medical needs of the Dungog community and surrounding rural areas in New South Wales, Australia.
-
C.
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.
-
D.
Mudgee Hospital
Mudgee Hospital is a public healthcare facility serving the medical and emergency needs of the town of Mudgee and its surrounding region in New South Wales, Australia.
-
E.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities 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: Inverell District Hospital Triple: [Inverell, hasHospital, Inverell District Hospital]
Generated description
Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverell District Hospital Target entity description: Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
-
A.
Bellingen River District Hospital
Bellingen River District Hospital is a small regional public hospital serving the healthcare needs of the Bellingen community and surrounding areas in New South Wales, Australia.
-
B.
Dungog District Hospital
Dungog District Hospital is a small public healthcare facility serving the medical needs of the Dungog community and surrounding rural areas in New South Wales, Australia.
-
C.
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.
-
D.
Mudgee Hospital
Mudgee Hospital is a public healthcare facility serving the medical and emergency needs of the town of Mudgee and its surrounding region in New South Wales, Australia.
-
E.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb163c72248190b53bc53980e8ac0f |
completed | March 31, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5ae9758c819091e270343ed289aa |
completed | March 31, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69cb762dd8348190bf74be4e7f5df1e7 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb24068908190977b266366e5ceea |
completed | March 31, 2026, 11:38 a.m. |
Created at: March 30, 2026, 4:48 p.m.