Triple
T12521235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Main Beach, Nambucca Heads |
E299321
|
entity |
| Predicate | isPrimarySwimmingSpotFor |
P47988
|
FINISHED |
| Object | Nambucca Heads |
E54065
|
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: Nambucca Heads | Statement: [Main Beach, Nambucca Heads, isPrimarySwimmingSpotFor, Nambucca Heads]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nambucca Heads Context triple: [Main Beach, Nambucca Heads, isPrimarySwimmingSpotFor, Nambucca Heads]
-
A.
Nambucca Heads
chosen
Nambucca Heads is a coastal town in New South Wales, Australia, known for its scenic river estuary, beaches, and role as a popular holiday destination.
-
B.
Wentworth Point
Wentworth Point is a residential and commercial suburb in Sydney, Australia, located on a peninsula along the Parramatta River.
-
C.
Burrum Heads
Burrum Heads is a small coastal town in Queensland, Australia, known for its fishing, boating, and relaxed seaside lifestyle at the mouth of the Burrum River.
-
D.
Burnett Heads
Burnett Heads is a coastal town in Queensland, Australia, known as the seaside gateway to the city of Bundaberg and the nearby Great Barrier Reef.
-
E.
Brunswick Heads
Brunswick Heads is a small coastal town in northern New South Wales, Australia, known for its laid-back atmosphere, river and beach access, and proximity to Byron Bay.
- 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: isPrimarySwimmingSpotFor Context triple: [Main Beach, Nambucca Heads, isPrimarySwimmingSpotFor, Nambucca Heads]
-
A.
hasWaterActivity
Indicates that one entity possesses, exhibits, or is characterized by a particular level or type of water-related activity (such as moisture content, water availability, or water-based processes).
-
B.
openWaterSwimmingVenue
chosen
Indicates that a location serves as a venue where open water swimming activities or events take place.
-
C.
swimmingAllowed
Indicates that swimming is permitted at a particular place, time, or under specified conditions.
-
D.
locatedInWaterBodyType
Indicates that an entity is situated within or on a body of water of a specified type (e.g., lake, river, ocean).
-
E.
waterbodyUsedFor
Indicates that a particular water body is utilized for a specific purpose, activity, or function.
- F. None of above.
Provenance (4 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d954b867dc8190af8a70f797e4d133 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684d4821c8190aa29db4b35262e8e |
completed | May 2, 2026, 11:12 p.m. |
| PD | Predicate disambiguation | batch_69d954096af88190b6be81b008c82139 |
completed | April 10, 2026, 7:48 p.m. |
Created at: April 8, 2026, 9:57 p.m.