Triple
T1548467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swan Hill |
E33031
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Swan Hill District Health
Swan Hill District Health is a regional public health service providing hospital and community healthcare to the Swan Hill area in Victoria, Australia.
|
E33031
|
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: Swan Hill District Health | Statement: [Swan Hill, hasFacility, Swan Hill District Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swan Hill District Health Context triple: [Swan Hill, hasFacility, Swan Hill District Health]
-
A.
Swan Hill
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
B.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
C.
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.
-
D.
Hillston
Hillston is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural production and location on the banks of the Lachlan River.
-
E.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas 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: Swan Hill District Health Triple: [Swan Hill, hasFacility, Swan Hill District Health]
Generated description
Swan Hill District Health is a regional public health service providing hospital and community healthcare to the Swan Hill area in Victoria, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swan Hill District Health Target entity description: Swan Hill District Health is a regional public health service providing hospital and community healthcare to the Swan Hill area in Victoria, Australia.
-
A.
Swan Hill
chosen
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
B.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
C.
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.
-
D.
Hillston
Hillston is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural production and location on the banks of the Lachlan River.
-
E.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
- 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_69a885ee6db8819099502bc5ce8af881 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90856642c81909d88a679eb265b10 |
completed | March 5, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad30a073bc8190a269cb036775dfe4 |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad31185d6c8190b833943c412d3f96 |
completed | March 8, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31d1f9648190b9da156484062608 |
completed | March 8, 2026, 8:22 a.m. |
Created at: March 4, 2026, 7:26 p.m.