Triple
T3035995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shire of Augusta-Margaret River |
E83009
|
entity |
| Predicate | containsLocality |
P45140
|
FINISHED |
| Object | Cowaramup |
E295556
|
NE FINISHED |
How this triple was built (3 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: Cowaramup | Statement: [Shire of Augusta-Margaret River, containsLocality, Cowaramup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cowaramup Context triple: [Shire of Augusta-Margaret River, containsLocality, Cowaramup]
-
A.
Cowaramup
chosen
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.
-
B.
Willunga
Willunga is a historic township in South Australia known for its vineyards and role as a subregion within the renowned McLaren Vale wine-producing area.
-
C.
Manjimup
Manjimup is a rural town in Western Australia known for its timber industry, agriculture, and truffle production.
-
D.
Cummeragunja
Cummeragunja is a historic Aboriginal community in New South Wales, Australia, closely associated with the Yorta Yorta people and their struggle for land rights and self-determination.
-
E.
Yallingup
Yallingup is a coastal town in Western Australia known for its surf breaks, limestone caves, and proximity to the Margaret River wine region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsLocality Context triple: [Shire of Augusta-Margaret River, containsLocality, Cowaramup]
-
A.
hasTypeLocality
Indicates the specific geographic location where an entity (typically a species or specimen) was originally found and formally described.
-
B.
localityCondition
Indicates a spatial or contextual constraint specifying where or under what local conditions a relationship, event, or property holds.
-
C.
isCentralLocalityOf
Indicates that a locality serves as the main or central place within a larger administrative or geographic area.
-
D.
associatedWithLocality
Indicates a relationship where something has a connection or relevance to a specific geographic place or locality.
-
E.
typeLocality
Indicates the specific geographic location where a specimen or taxon was originally found and formally described.
- 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_69ad8b2298908190a7cb4e9bdbf064d0 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b2bb60c8190b1721f832f2581a1 |
completed | March 8, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eeeeff988190bb664c75d54d93d8 |
completed | March 11, 2026, 10:38 p.m. |
| PD | Predicate disambiguation | batch_69ad961e2a408190afb1759132701305 |
completed | March 8, 2026, 3:30 p.m. |
| PDg | Predicate description generation | batch_69ad97ba55dc8190b6dddddfb751cf64 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 8, 2026, 3:01 p.m.