Triple
T20729455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Echuca railway line |
E509529
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Goornong
Goornong is a small rural township in central Victoria, Australia, situated along the railway corridor between Bendigo and Echuca.
|
E1447456
|
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: Goornong | Statement: [Echuca railway line, passesThrough, Goornong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goornong Context triple: [Echuca railway line, passesThrough, Goornong]
-
A.
Googong
Googong is a residential township in New South Wales, Australia, located near Canberra and developed as a planned community around the nearby Googong Dam.
-
B.
Yarrawamba
Yarrawamba is a rural locality within the Ipswich City Council area in Queensland, Australia.
-
C.
Tooronga
Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
-
D.
Canungra
Canungra is a small rural town in Queensland, Australia, known as a gateway to the scenic Gold Coast hinterland and nearby rainforest national parks.
-
E.
Girilambone
Girilambone is a small rural locality in New South Wales, Australia, known historically as a copper mining village.
- 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: Goornong Triple: [Echuca railway line, passesThrough, Goornong]
Generated description
Goornong is a small rural township in central Victoria, Australia, situated along the railway corridor between Bendigo and Echuca.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goornong Target entity description: Goornong is a small rural township in central Victoria, Australia, situated along the railway corridor between Bendigo and Echuca.
-
A.
Googong
Googong is a residential township in New South Wales, Australia, located near Canberra and developed as a planned community around the nearby Googong Dam.
-
B.
Yarrawamba
Yarrawamba is a rural locality within the Ipswich City Council area in Queensland, Australia.
-
C.
Tooronga
Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
-
D.
Canungra
Canungra is a small rural town in Queensland, Australia, known as a gateway to the scenic Gold Coast hinterland and nearby rainforest national parks.
-
E.
Girilambone
Girilambone is a small rural locality in New South Wales, Australia, known historically as a copper mining village.
- 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1eb5d44819082d9fa410e676d91 |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e05db8ac8190bd2e7ca0d184a426 |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e15d93ec8190bbe859fb42a4a5ac |
completed | May 16, 2026, 9:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e25d8cb08190ba75b792aac192ab |
completed | May 16, 2026, 9:32 p.m. |
Created at: April 16, 2026, 12:30 p.m.