Triple
T7841098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle Harbour |
E181803
|
entity |
| Predicate | hasSuburbOnShore |
P47592
|
FINISHED |
| Object |
Balgowlah Heights
Balgowlah Heights is a harbourside residential suburb on Sydney’s Northern Beaches, known for its scenic views, bushland reserves, and family-friendly atmosphere.
|
E696183
|
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: Balgowlah Heights | Statement: [Middle Harbour, hasSuburbOnShore, Balgowlah Heights]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balgowlah Heights Context triple: [Middle Harbour, hasSuburbOnShore, Balgowlah Heights]
-
A.
Drummoyne
Drummoyne is a harbourside suburb in Sydney, Australia, known for its waterfront views, parks, and residential character.
-
B.
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.
-
C.
Hurstville
Hurstville is a major commercial and residential suburb in southern Sydney, New South Wales, known as a key regional centre for shopping and transport.
-
D.
Chatswood
Chatswood is a major commercial and residential suburb on Sydney’s North Shore, known for its large shopping precincts, diverse dining scene, and transport hub.
-
E.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, 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: Balgowlah Heights Triple: [Middle Harbour, hasSuburbOnShore, Balgowlah Heights]
Generated description
Balgowlah Heights is a harbourside residential suburb on Sydney’s Northern Beaches, known for its scenic views, bushland reserves, and family-friendly atmosphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balgowlah Heights Target entity description: Balgowlah Heights is a harbourside residential suburb on Sydney’s Northern Beaches, known for its scenic views, bushland reserves, and family-friendly atmosphere.
-
A.
Drummoyne
Drummoyne is a harbourside suburb in Sydney, Australia, known for its waterfront views, parks, and residential character.
-
B.
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.
-
C.
Hurstville
Hurstville is a major commercial and residential suburb in southern Sydney, New South Wales, known as a key regional centre for shopping and transport.
-
D.
Chatswood
Chatswood is a major commercial and residential suburb on Sydney’s North Shore, known for its large shopping precincts, diverse dining scene, and transport hub.
-
E.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c589748190b34d0911d373e194 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5ad44ff081908954395aef6ac78b |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb765db28881909ac34071ec6889b3 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:47 p.m.