Triple
T3534224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wollongong Hospital |
E74731
|
entity |
| Predicate | isMajorReferralCentreFor |
P29661
|
FINISHED |
| Object | Illawarra region |
E372305
|
NE FINISHED |
How this triple was built (3 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: Illawarra region | Statement: [Wollongong Hospital, isMajorReferralCentreFor, Illawarra region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illawarra region Context triple: [Wollongong Hospital, isMajorReferralCentreFor, Illawarra region]
-
A.
Illawarra region
chosen
The Illawarra region is a coastal area of New South Wales, Australia, known for its escarpment-backed beaches, heavy industry, and the city of Wollongong.
-
B.
Monaro region
The Monaro region is a high, rolling tableland area in southeastern New South Wales, Australia, known for its grazing country and proximity to the Snowy Mountains.
-
C.
Queanbeyan–Palerang region
The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
-
D.
Gippsland
Gippsland is a rural and coastal region in southeastern Australia known for its dairy farming, forests, lakes, and scenic coastline.
-
E.
Orana region
The Orana region is a large inland area of central and northwestern New South Wales, Australia, centered on the city of Dubbo and known for its agricultural production and regional service hubs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isMajorReferralCentreFor Context triple: [Wollongong Hospital, isMajorReferralCentreFor, Illawarra region]
-
A.
isReferralCenterFor
chosen
Indicates that one entity serves as a designated center to which other entities send or direct cases, clients, or tasks for specialized services or handling.
-
B.
isMajorCenterOf
Indicates that a place serves as a primary hub or focal point for a particular activity, function, or domain.
-
C.
isMajorAdministrativeCentre
Indicates that a location functions as the primary hub for governmental and administrative activities within a larger region or jurisdiction.
-
D.
isServiceCentreFor
Indicates that one entity functions as a service center that provides support, maintenance, or related services for another entity.
-
E.
isPrimaryFacilityFor
Indicates that one facility serves as the main or principal location responsible for supporting or serving a particular entity or operation.
- F. None of above.
Provenance (4 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_69ad85d1a3948190931fd1ea1f49717b |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc9cff5c81909011f34c9bf28e11 |
completed | March 8, 2026, 6:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3771e348190badb02264ecbdce2 |
completed | March 14, 2026, 2:09 a.m. |
| PD | Predicate disambiguation | batch_69adae13ab808190a5d6ecdc7543445e |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:19 p.m.