Triple
T3545477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goulburn |
E74985
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Goulburn Mulwaree
Goulburn Mulwaree is a local government area in the Southern Tablelands of New South Wales, Australia, centered on the regional city of Goulburn and its surrounding rural communities.
|
E370875
|
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: Goulburn Mulwaree | Statement: [Goulburn, region, Goulburn Mulwaree]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goulburn Mulwaree Context triple: [Goulburn, region, Goulburn Mulwaree]
-
A.
Goulburn Valley
Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
-
B.
Queanbeyan–Palerang region
The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
-
C.
Clarence Valley
Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
-
D.
Goulburn
Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key agricultural and transport hub.
-
E.
Murrumbidgee Shire
Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
- 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: Goulburn Mulwaree Triple: [Goulburn, region, Goulburn Mulwaree]
Generated description
Goulburn Mulwaree is a local government area in the Southern Tablelands of New South Wales, Australia, centered on the regional city of Goulburn and its surrounding rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goulburn Mulwaree Target entity description: Goulburn Mulwaree is a local government area in the Southern Tablelands of New South Wales, Australia, centered on the regional city of Goulburn and its surrounding rural communities.
-
A.
Goulburn Valley
Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
-
B.
Queanbeyan–Palerang region
The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
-
C.
Clarence Valley
Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
-
D.
Goulburn
Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key agricultural and transport hub.
-
E.
Murrumbidgee Shire
Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
- 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_69ad85d274cc8190ab59c97298a1cfbf |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbf77d938819095c72a88b5af644a |
completed | March 8, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b402dfb0688190a65b41c8dc13ee97 |
completed | March 13, 2026, 12:28 p.m. |
| NEDg | Description generation | batch_69b403ebb5c0819098a48cfa9001c656 |
completed | March 13, 2026, 12:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4086ab034819086c5fa7d4b172d75 |
completed | March 13, 2026, 12:51 p.m. |
Created at: March 8, 2026, 3:20 p.m.