Triple
T4226494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dandenong, Victoria |
E94470
|
entity |
| Predicate | river |
P165
|
FINISHED |
| Object |
Dandenong Creek
Dandenong Creek is a major urban waterway in Melbourne’s southeastern suburbs, flowing through parklands and residential areas before joining the Patterson River system.
|
E793956
|
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 Creek | Statement: [Dandenong, Victoria, river, Dandenong Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dandenong Creek Context triple: [Dandenong, Victoria, river, Dandenong Creek]
-
A.
Narara Creek
Narara Creek is a small watercourse on the Central Coast of New South Wales, Australia, that drains the surrounding catchment before joining Brisbane Water.
-
B.
Currambene Creek
Currambene Creek is a tidal waterway and popular recreational spot in the Jervis Bay region of New South Wales, Australia, known for boating, fishing, and scenic natural surroundings.
-
C.
Enoggera Creek
Enoggera Creek is a waterway in Brisbane, Queensland, that flows through the city’s western suburbs and contributes to the Brisbane River catchment.
-
D.
Yarrunga Creek
Yarrunga Creek is a watercourse in New South Wales, Australia, known for flowing through rugged bushland and contributing to scenic waterfalls and gorges within Morton National Park.
-
E.
Barwon River
The Barwon River is a major inland river in eastern Australia that forms part of the upper Darling–Murray river system and drains extensive areas of New South Wales and southern Queensland.
- 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 Creek Triple: [Dandenong, Victoria, river, Dandenong Creek]
Generated description
Dandenong Creek is a major urban waterway in Melbourne’s southeastern suburbs, flowing through parklands and residential areas before joining the Patterson River system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dandenong Creek Target entity description: Dandenong Creek is a major urban waterway in Melbourne’s southeastern suburbs, flowing through parklands and residential areas before joining the Patterson River system.
-
A.
Narara Creek
Narara Creek is a small watercourse on the Central Coast of New South Wales, Australia, that drains the surrounding catchment before joining Brisbane Water.
-
B.
Currambene Creek
Currambene Creek is a tidal waterway and popular recreational spot in the Jervis Bay region of New South Wales, Australia, known for boating, fishing, and scenic natural surroundings.
-
C.
Enoggera Creek
Enoggera Creek is a waterway in Brisbane, Queensland, that flows through the city’s western suburbs and contributes to the Brisbane River catchment.
-
D.
Yarrunga Creek
Yarrunga Creek is a watercourse in New South Wales, Australia, known for flowing through rugged bushland and contributing to scenic waterfalls and gorges within Morton National Park.
-
E.
Barwon River
The Barwon River is a major inland river in eastern Australia that forms part of the upper Darling–Murray river system and drains extensive areas of New South Wales and southern Queensland.
- 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_69d0f32101e08190888a1f44c2224e1e |
completed | April 4, 2026, 11:16 a.m. |
| NEDg | Description generation | batch_69d0f46bd034819093e7157a3e1ac1fc |
completed | April 4, 2026, 11:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f5bf64548190b40e97b279db5105 |
completed | April 4, 2026, 11:27 a.m. |
Created at: March 12, 2026, 11:04 p.m.