Triple
T7754219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swan Hill railway station |
E175847
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Mallee region |
E175845
|
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: Mallee region | Statement: [Swan Hill railway station, region, Mallee region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mallee region Context triple: [Swan Hill railway station, region, Mallee region]
-
A.
Mallee region
chosen
The Mallee region is a semi-arid agricultural and rural area in northwestern Victoria, Australia, known for its distinctive mallee eucalypt vegetation and grain farming.
-
B.
Murray and Mallee region
The Murray and Mallee region is a rural area of South Australia known for its Murray River landscapes, dryland Mallee farming, and agricultural communities.
-
C.
Adelaide Plains
Adelaide Plains is a fertile low-lying region in South Australia encompassing and surrounding the city of Adelaide, known for its agriculture and urban development.
-
D.
Brigalow Belt
The Brigalow Belt is a vast biogeographic region of eastern Australia characterized by brigalow (Acacia harpophylla) woodlands, diverse ecosystems, and extensive agricultural use.
-
E.
Loddon Mallee region
The Loddon Mallee region is a largely rural area in north-western Victoria, Australia, known for its agriculture, river landscapes, and regional towns and cities such as Bendigo and Mildura.
- 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_69c6996180088190832e38e8d83ff54a |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703d851d4819091e9117d3f34cb9a |
completed | March 27, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8d6c06f54819096162e84180918ba |
completed | March 29, 2026, 7:37 a.m. |
Created at: March 27, 2026, 4:08 p.m.