Triple
T3183297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gosford |
E66640
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object |
East Gosford
East Gosford is a residential suburb on the New South Wales Central Coast, known for its proximity to Brisbane Water and its mix of heritage homes, local shops, and community facilities.
|
E66640
|
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: East Gosford | Statement: [Gosford, nearbySuburb, East Gosford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Gosford Context triple: [Gosford, nearbySuburb, East Gosford]
-
A.
Gosford
Gosford is a major urban center and former city on the New South Wales Central Coast of Australia, known as an administrative, commercial, and transport hub for the region.
-
B.
Gosford
Gosford is a village in Oxfordshire, England, forming part of the civil parish of Gosford and Water Eaton near Kidlington.
-
C.
North Sydney
North Sydney is a major commercial and residential district on the lower North Shore of Sydney, known for its high-rise office towers, proximity to the Sydney Harbour Bridge, and views over Sydney Harbour.
-
D.
Nerang
Nerang is a suburb and key residential and commercial hub located in the inland western part of the Gold Coast in Queensland, Australia.
-
E.
Sutherland Shire
Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
- 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: East Gosford Triple: [Gosford, nearbySuburb, East Gosford]
Generated description
East Gosford is a residential suburb on the New South Wales Central Coast, known for its proximity to Brisbane Water and its mix of heritage homes, local shops, and community facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: East Gosford Target entity description: East Gosford is a residential suburb on the New South Wales Central Coast, known for its proximity to Brisbane Water and its mix of heritage homes, local shops, and community facilities.
-
A.
Gosford
chosen
Gosford is a major urban center and former city on the New South Wales Central Coast of Australia, known as an administrative, commercial, and transport hub for the region.
-
B.
Gosford
Gosford is a village in Oxfordshire, England, forming part of the civil parish of Gosford and Water Eaton near Kidlington.
-
C.
North Sydney
North Sydney is a major commercial and residential district on the lower North Shore of Sydney, known for its high-rise office towers, proximity to the Sydney Harbour Bridge, and views over Sydney Harbour.
-
D.
Nerang
Nerang is a suburb and key residential and commercial hub located in the inland western part of the Gold Coast in Queensland, Australia.
-
E.
Sutherland Shire
Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
- 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_69ad8587c1bc8190a2595f2c22ee1001 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6bea1788190bbce7cb52f8e72e8 |
completed | March 8, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2620b62f48190905812d0c0e9f85c |
completed | March 12, 2026, 6:49 a.m. |
| NEDg | Description generation | batch_69b2638b3b2881909563356ea8a9611c |
completed | March 12, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b264fb42e4819084c289235f33b654 |
completed | March 12, 2026, 7:02 a.m. |
Created at: March 8, 2026, 3:06 p.m.