Triple
T3069240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rockingham |
E62178
|
entity |
| Predicate | hasNearbySuburb |
P41355
|
FINISHED |
| Object |
Cooloongup
Cooloongup is a residential suburb in the City of Rockingham, located in the southern metropolitan region of Perth, Western Australia.
|
E327885
|
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: Cooloongup | Statement: [Rockingham, hasNearbySuburb, Cooloongup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooloongup Context triple: [Rockingham, hasNearbySuburb, Cooloongup]
-
A.
Gnarabup
Gnarabup is a small coastal locality in Western Australia known for its beaches, surf breaks, and proximity to the popular tourist town of Margaret River.
-
B.
Bolwarra
Bolwarra is a residential suburb in the Maitland region of New South Wales, Australia, known for its semi-rural character and proximity to the Hunter River.
-
C.
Murwillumbah
Murwillumbah is a regional town in far northeastern New South Wales, Australia, known as a gateway to the Tweed Valley and nearby Mount Warning (Wollumbin) National Park.
-
D.
Cowaramup
Cowaramup is a small rural town in Western Australia known for its dairy farming heritage, quirky cow-themed sculptures, and proximity to the Margaret River wine region.
-
E.
Merimbula
Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
- 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: Cooloongup Triple: [Rockingham, hasNearbySuburb, Cooloongup]
Generated description
Cooloongup is a residential suburb in the City of Rockingham, located in the southern metropolitan region of Perth, Western Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooloongup Target entity description: Cooloongup is a residential suburb in the City of Rockingham, located in the southern metropolitan region of Perth, Western Australia.
-
A.
Gnarabup
Gnarabup is a small coastal locality in Western Australia known for its beaches, surf breaks, and proximity to the popular tourist town of Margaret River.
-
B.
Bolwarra
Bolwarra is a residential suburb in the Maitland region of New South Wales, Australia, known for its semi-rural character and proximity to the Hunter River.
-
C.
Murwillumbah
Murwillumbah is a regional town in far northeastern New South Wales, Australia, known as a gateway to the Tweed Valley and nearby Mount Warning (Wollumbin) National Park.
-
D.
Cowaramup
Cowaramup is a small rural town in Western Australia known for its dairy farming heritage, quirky cow-themed sculptures, and proximity to the Margaret River wine region.
-
E.
Merimbula
Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada0ffcc208190962cc9edcbf43c31 |
completed | March 8, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20354031c819081a0852fe7e181ab |
completed | March 12, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69b2044299f48190810c0fe228f6a22e |
completed | March 12, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b204e32cb88190a0901918f62d41d2 |
completed | March 12, 2026, 12:12 a.m. |
Created at: March 8, 2026, 3:02 p.m.