Triple
T7368047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepparton |
E169920
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Goulburn Valley |
E179017
|
NE FINISHED |
How this triple was built (2 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 Valley | Statement: [Shepparton, locatedIn, Goulburn Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goulburn Valley Context triple: [Shepparton, locatedIn, Goulburn Valley]
-
A.
Goulburn Valley
chosen
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.
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.
-
C.
Lachlan Valley
Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68a5ade988190885b7175f63b7534 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f17fe278819094eb1dd886583c6a |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c845e46d4881909b346391812513a2 |
completed | March 28, 2026, 9:19 p.m. |
Created at: March 27, 2026, 3:07 p.m.