Triple
T4226477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dandenong, Victoria |
E94470
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
City of Greater Dandenong
The City of Greater Dandenong is a local government area in Melbourne’s south‑east known for its cultural diversity, major commercial and industrial hubs, and significant migrant communities.
|
E423087
|
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: City of Greater Dandenong | Statement: [Dandenong, Victoria, localGovernmentArea, City of Greater Dandenong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Greater Dandenong Context triple: [Dandenong, Victoria, localGovernmentArea, City of Greater Dandenong]
-
A.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
B.
City of Wodonga
The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
-
C.
City of Merri-bek
The City of Merri-bek is a local government area in Melbourne, Victoria, Australia, encompassing diverse inner-northern suburbs with a mix of residential, commercial, and cultural precincts.
-
D.
Shire of Laverton
The Shire of Laverton is a remote local government area in Western Australia that encompasses the town of Laverton and surrounding outback communities in the eastern Goldfields region.
-
E.
Carrathool Shire
Carrathool Shire is a rural local government area in western New South Wales, Australia, known for its agricultural communities and small towns such as Hillston.
- 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: City of Greater Dandenong Triple: [Dandenong, Victoria, localGovernmentArea, City of Greater Dandenong]
Generated description
The City of Greater Dandenong is a local government area in Melbourne’s south‑east known for its cultural diversity, major commercial and industrial hubs, and significant migrant communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Greater Dandenong Target entity description: The City of Greater Dandenong is a local government area in Melbourne’s south‑east known for its cultural diversity, major commercial and industrial hubs, and significant migrant communities.
-
A.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
B.
City of Wodonga
The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
-
C.
City of Merri-bek
The City of Merri-bek is a local government area in Melbourne, Victoria, Australia, encompassing diverse inner-northern suburbs with a mix of residential, commercial, and cultural precincts.
-
D.
Shire of Laverton
The Shire of Laverton is a remote local government area in Western Australia that encompasses the town of Laverton and surrounding outback communities in the eastern Goldfields region.
-
E.
Carrathool Shire
Carrathool Shire is a rural local government area in western New South Wales, Australia, known for its agricultural communities and small towns such as Hillston.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e4ed34c819081d1479ce87cd78c |
completed | March 12, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59647bd948190afc168ba1057a52f |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5a42559b48190a2c257a85e30aaac |
completed | March 14, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a4b605788190a099cc14d4a53f8f |
completed | March 14, 2026, 6:11 p.m. |
Created at: March 12, 2026, 11:04 p.m.