Triple
T791637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maitland, New South Wales |
E16926
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object |
Bolwarra Heights
Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of New South Wales, Australia.
|
E109152
|
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: Bolwarra Heights | Statement: [Maitland, New South Wales, hasSuburb, Bolwarra Heights]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolwarra Heights Context triple: [Maitland, New South Wales, hasSuburb, Bolwarra Heights]
-
A.
Booroomba Rocks
Booroomba Rocks is a popular granite outcrop and bushwalking destination in the Australian Capital Territory, renowned for its rock climbing routes and panoramic views over Namadgi National Park.
-
B.
Cookson Hills
Cookson Hills is a rugged, heavily wooded highland region in eastern Oklahoma known for its rolling hills, deep valleys, and historical association with Cherokee Nation territory.
-
C.
Boorowa
Boorowa is a rural town in New South Wales, Australia, known for its rich agricultural surroundings and heritage streetscapes.
-
D.
Helensvale
Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
-
E.
Coleambally
Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
- 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: Bolwarra Heights Triple: [Maitland, New South Wales, hasSuburb, Bolwarra Heights]
Generated description
Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bolwarra Heights Target entity description: Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of New South Wales, Australia.
-
A.
Booroomba Rocks
Booroomba Rocks is a popular granite outcrop and bushwalking destination in the Australian Capital Territory, renowned for its rock climbing routes and panoramic views over Namadgi National Park.
-
B.
Cookson Hills
Cookson Hills is a rugged, heavily wooded highland region in eastern Oklahoma known for its rolling hills, deep valleys, and historical association with Cherokee Nation territory.
-
C.
Boorowa
Boorowa is a rural town in New South Wales, Australia, known for its rich agricultural surroundings and heritage streetscapes.
-
D.
Helensvale
Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
-
E.
Coleambally
Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a798c7608190b9c79c52a1fe0859 |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7edfae07c8190b104c869302cd486 |
completed | March 4, 2026, 8:31 a.m. |
| NEDg | Description generation | batch_69a7eee00d088190a9ee3d521a974459 |
completed | March 4, 2026, 8:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7f1242e7c81908de2d09cadbe070e |
completed | March 4, 2026, 8:45 a.m. |
Created at: March 1, 2026, 7:38 p.m.