Triple
T3227950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Sydney region |
E67667
|
entity |
| Predicate | containsSuburb |
P21902
|
FINISHED |
| Object |
Hornsby
Hornsby is a major residential and commercial suburb in northern Sydney, New South Wales, known for its busy shopping precinct and transport hub.
|
E355747
|
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: Hornsby | Statement: [Greater Sydney region, containsSuburb, Hornsby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hornsby Context triple: [Greater Sydney region, containsSuburb, Hornsby]
-
A.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
B.
Parramatta
Parramatta is a major commercial and cultural centre in Western Sydney, Australia, known for its historic sites, diverse community, and role as a secondary CBD of the Sydney metropolitan area.
-
C.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
D.
Helensvale
Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
-
E.
Ingliston
Ingliston is a village and district in western Edinburgh, Scotland, best known for hosting the Royal Highland Centre and being adjacent to Edinburgh Airport.
- 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: Hornsby Triple: [Greater Sydney region, containsSuburb, Hornsby]
Generated description
Hornsby is a major residential and commercial suburb in northern Sydney, New South Wales, known for its busy shopping precinct and transport hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hornsby Target entity description: Hornsby is a major residential and commercial suburb in northern Sydney, New South Wales, known for its busy shopping precinct and transport hub.
-
A.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
B.
Parramatta
Parramatta is a major commercial and cultural centre in Western Sydney, Australia, known for its historic sites, diverse community, and role as a secondary CBD of the Sydney metropolitan area.
-
C.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
D.
Helensvale
Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
-
E.
Ingliston
Ingliston is a village and district in western Edinburgh, Scotland, best known for hosting the Royal Highland Centre and being adjacent to Edinburgh Airport.
- 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_69ad858c61888190a31196310d9b30b5 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaeb6f8588190a33a9d6c779e8992 |
completed | March 8, 2026, 5:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bafeea081908b0909dff919a4fc |
completed | March 12, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69b34ff5a3608190bf8f33ae25b3d1ba |
completed | March 12, 2026, 11:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b350b528e4819083497ecfaec5c80d |
completed | March 12, 2026, 11:48 p.m. |
Created at: March 8, 2026, 3:08 p.m.