Triple
T4226515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dandenong, Victoria |
E94470
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object |
Dandenong North
Dandenong North is a residential suburb in Melbourne’s southeast known for its multicultural community and proximity to the major commercial and transport hub of Dandenong.
|
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: Dandenong North | Statement: [Dandenong, Victoria, nearbySuburb, Dandenong North]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dandenong North Context triple: [Dandenong, Victoria, nearbySuburb, Dandenong North]
-
A.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
B.
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.
-
C.
Brookvale
Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
-
D.
Caulfield
Caulfield is the surname of the fictional family in J.D. Salinger’s novel "The Catcher in the Rye," most notably associated with the protagonist Holden Caulfield.
-
E.
Ingliston
Ingliston is a village and district in western Edinburgh, Scotland, best known for hosting the Royal Highland Centre and being adjacent to Edinburgh Airport.
- 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 North Triple: [Dandenong, Victoria, nearbySuburb, Dandenong North]
Generated description
Dandenong North is a residential suburb in Melbourne’s southeast known for its multicultural community and proximity to the major commercial and transport hub of Dandenong.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dandenong North Target entity description: Dandenong North is a residential suburb in Melbourne’s southeast known for its multicultural community and proximity to the major commercial and transport hub of Dandenong.
-
A.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
B.
City of Greater Dandenong
chosen
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.
-
C.
Brookvale
Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
-
D.
Caulfield
Caulfield is the surname of the fictional family in J.D. Salinger’s novel "The Catcher in the Rye," most notably associated with the protagonist Holden Caulfield.
-
E.
Ingliston
Ingliston is a village and district in western Edinburgh, Scotland, best known for hosting the Royal Highland Centre and being adjacent to Edinburgh Airport.
- 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_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_69b5b77294208190a53d6950dbf36351 |
completed | March 14, 2026, 7:30 p.m. |
| NEDg | Description generation | batch_69b5b84b58a081909618d0c108317f92 |
completed | March 14, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8be90c88190a4852c625e326f6b |
completed | March 14, 2026, 7:36 p.m. |
Created at: March 12, 2026, 11:04 p.m.