Triple
T14747418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Australian rail network |
E346507
|
entity |
| Predicate | connectsToAgriculturalRegion |
P115627
|
FINISHED |
| Object | Mallee region |
E175845
|
NE FINISHED |
How this triple was built (3 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: [South Australian rail network, connectsToAgriculturalRegion, Mallee region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mallee region Context triple: [South Australian rail network, connectsToAgriculturalRegion, 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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: connectsToAgriculturalRegion Context triple: [South Australian rail network, connectsToAgriculturalRegion, Mallee region]
-
A.
locatedInAgriculturalRegion
Indicates that an entity is situated within a region primarily characterized by agricultural activities or land use.
-
B.
supportsAgricultureInRegion
Indicates that an entity provides resources, conditions, or assistance that enable or enhance agricultural activities within a specified region.
-
C.
hasAgriculturalAssociation
Indicates that there exists a formal or recognized connection between an entity and an agricultural organization, group, or activity.
-
D.
isAgriculturalCity
Indicates that a city is primarily characterized by agriculture-based activities, economy, or land use.
-
E.
servesAsFarmSystemFor
Indicates that one entity functions as a developmental or feeder system that supplies trained or prepared resources (such as players, talent, or products) to another entity.
- 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7d116e88190828b163b18d80f68 |
completed | April 14, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb982b5c8190a0340be2186f8b81 |
completed | May 8, 2026, 3:04 p.m. |
| PD | Predicate disambiguation | batch_69de8bf9331481909582045cd567d91f |
completed | April 14, 2026, 6:48 p.m. |
| PDg | Predicate description generation | batch_69de8f4b67cc8190b84b59fcec5cf579 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 10, 2026, 1:30 a.m.