Triple
T3183299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gosford |
E66640
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object |
North Gosford
North Gosford is a residential suburb on the Central Coast of New South Wales, Australia, situated just north of the regional centre of Gosford.
|
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: North Gosford | Statement: [Gosford, nearbySuburb, North Gosford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Gosford Context triple: [Gosford, nearbySuburb, North 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.
Gladesville
Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
-
E.
Rydalmere
Rydalmere is a suburb in Sydney, Australia, situated along the Parramatta River and known for its mix of residential, industrial, and educational facilities.
- 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: North Gosford Triple: [Gosford, nearbySuburb, North Gosford]
Generated description
North Gosford is a residential suburb on the Central Coast of New South Wales, Australia, situated just north of the regional centre of Gosford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Gosford Target entity description: North Gosford is a residential suburb on the Central Coast of New South Wales, Australia, situated just north of the regional centre of Gosford.
-
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.
Gladesville
Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
-
E.
Rydalmere
Rydalmere is a suburb in Sydney, Australia, situated along the Parramatta River and known for its mix of residential, industrial, and educational facilities.
- 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_69b28e4cdd2c8190a4b09e968b9d39be |
completed | March 12, 2026, 9:58 a.m. |
| NEDg | Description generation | batch_69b28f6d8a948190b9aac1b90de472d6 |
completed | March 12, 2026, 10:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2c092063481909982dea3f71c00c1 |
completed | March 12, 2026, 1:33 p.m. |
Created at: March 8, 2026, 3:06 p.m.