Triple
T7018277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shire of Campaspe |
E162750
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Gunbower
Gunbower is a small rural town in northern Victoria, Australia, known for its proximity to the Gunbower Forest and the Murray River, supporting agriculture and nature-based recreation.
|
E637030
|
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: Gunbower | Statement: [Shire of Campaspe, hasTown, Gunbower]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gunbower Context triple: [Shire of Campaspe, hasTown, Gunbower]
-
A.
Towradgi
Towradgi is a coastal suburb in the northern part of Wollongong, New South Wales, known for its beach, rock pool, and relaxed residential character.
-
B.
Bolwarra
Bolwarra is a residential suburb in the Maitland region of New South Wales, Australia, known for its semi-rural character and proximity to the Hunter River.
-
C.
Wangaratta
Wangaratta is a regional city in northeastern Victoria, Australia, known as a service and commercial hub for the surrounding rural and wine-producing areas.
-
D.
Greenbush
Greenbush is a village in Scituate, Massachusetts, that serves as the endpoint of the MBTA Commuter Rail’s Greenbush Line.
-
E.
Murwillumbah
Murwillumbah is a regional town in far northeastern New South Wales, Australia, known as a gateway to the Tweed Valley and nearby Mount Warning (Wollumbin) National Park.
- 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: Gunbower Triple: [Shire of Campaspe, hasTown, Gunbower]
Generated description
Gunbower is a small rural town in northern Victoria, Australia, known for its proximity to the Gunbower Forest and the Murray River, supporting agriculture and nature-based recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gunbower Target entity description: Gunbower is a small rural town in northern Victoria, Australia, known for its proximity to the Gunbower Forest and the Murray River, supporting agriculture and nature-based recreation.
-
A.
Towradgi
Towradgi is a coastal suburb in the northern part of Wollongong, New South Wales, known for its beach, rock pool, and relaxed residential character.
-
B.
Bolwarra
Bolwarra is a residential suburb in the Maitland region of New South Wales, Australia, known for its semi-rural character and proximity to the Hunter River.
-
C.
Wangaratta
Wangaratta is a regional city in northeastern Victoria, Australia, known as a service and commercial hub for the surrounding rural and wine-producing areas.
-
D.
Greenbush
Greenbush is a village in Scituate, Massachusetts, that serves as the endpoint of the MBTA Commuter Rail’s Greenbush Line.
-
E.
Murwillumbah
Murwillumbah is a regional town in far northeastern New South Wales, Australia, known as a gateway to the Tweed Valley and nearby Mount Warning (Wollumbin) National Park.
- 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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1e79c108190a507335e9dbf2716 |
completed | March 27, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7756a50608190b548ce4aeaaf9f9d |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77814712881908d0754fd02514f94 |
completed | March 28, 2026, 6:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c778f30b248190a4a02039de68b965 |
completed | March 28, 2026, 6:45 a.m. |
Created at: March 27, 2026, 2:34 p.m.