Triple
T17401505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keysborough |
E423097
|
entity |
| Predicate | hasNearbyIndustrialArea |
P20649
|
FINISHED |
| Object |
Dandenong South industrial precinct
Dandenong South industrial precinct is a major manufacturing and logistics hub in Melbourne’s south-east, known for its large-scale warehouses, factories, and distribution centers.
|
E94470
|
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: Dandenong South industrial precinct | Statement: [Keysborough, hasNearbyIndustrialArea, Dandenong South industrial precinct]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dandenong South industrial precinct Context triple: [Keysborough, hasNearbyIndustrialArea, Dandenong South industrial precinct]
-
A.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
B.
Silverwater Industrial Estate
Silverwater Industrial Estate is a major industrial and commercial precinct in Silverwater, Sydney, comprising warehouses, manufacturing facilities, and distribution centers.
-
C.
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.
-
D.
City of Frankston
The City of Frankston is a local government area in Melbourne’s south-eastern bayside suburbs, known for its coastal setting, major retail and health services, and role as a regional hub on the Mornington Peninsula.
-
E.
Dandenong Activity Centre
Dandenong Activity Centre is a key commercial and civic hub within Melbourne’s south-eastern suburbs, serving as the primary retail, business, and community focal point for the City of Greater Dandenong.
- 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: Dandenong South industrial precinct Triple: [Keysborough, hasNearbyIndustrialArea, Dandenong South industrial precinct]
Generated description
Dandenong South industrial precinct is a major manufacturing and logistics hub in Melbourne’s south-east, known for its large-scale warehouses, factories, and distribution centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dandenong South industrial precinct Target entity description: Dandenong South industrial precinct is a major manufacturing and logistics hub in Melbourne’s south-east, known for its large-scale warehouses, factories, and distribution centers.
-
A.
Dandenong, Victoria
chosen
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
B.
Silverwater Industrial Estate
Silverwater Industrial Estate is a major industrial and commercial precinct in Silverwater, Sydney, comprising warehouses, manufacturing facilities, and distribution centers.
-
C.
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.
-
D.
City of Frankston
The City of Frankston is a local government area in Melbourne’s south-eastern bayside suburbs, known for its coastal setting, major retail and health services, and role as a regional hub on the Mornington Peninsula.
-
E.
Dandenong Activity Centre
Dandenong Activity Centre is a key commercial and civic hub within Melbourne’s south-eastern suburbs, serving as the primary retail, business, and community focal point for the City of Greater Dandenong.
- F. None of above.
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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43ac126788190b51323bde3c9ba69 |
completed | April 19, 2026, 2:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01afe4b8c48190bfb74141db5dfdf4 |
completed | May 11, 2026, 10:31 a.m. |
| NEDg | Description generation | batch_6a01b0be5e7481908f87aeb844ff9e05 |
completed | May 11, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01b11e85c08190a7bb2a82c9a4a9ca |
completed | May 11, 2026, 10:36 a.m. |
Created at: April 10, 2026, 5:45 a.m.