Triple
T4991695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macksville |
E112144
|
entity |
| Predicate | nearbyTown |
P3883
|
FINISHED |
| Object | Nambucca Heads |
E54065
|
NE FINISHED |
How this triple was built (2 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: [Macksville, nearbyTown, Nambucca Heads]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nambucca Heads Context triple: [Macksville, nearbyTown, 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.
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.
-
C.
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.
-
D.
Port Macquarie
Port Macquarie is a coastal town in New South Wales, Australia, known for its beaches, koala population, and role as a popular holiday destination.
-
E.
Crescent Head
Crescent Head is a small coastal town on the Mid North Coast of New South Wales, Australia, known for its renowned surf breaks and relaxed beachside atmosphere.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd441be7bc8190b530362d427b97d2 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd729bb45081908d85891a9d9f4b71 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a282dd08190a29b92e8e825a3bb |
completed | March 21, 2026, 12:08 p.m. |
Created at: March 20, 2026, 1:34 p.m.