Triple
T4658752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thornton |
E102475
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Maitland local government area |
E70593
|
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: Maitland local government area | Statement: [Thornton, localGovernmentArea, Maitland local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maitland local government area Context triple: [Thornton, localGovernmentArea, Maitland local government area]
-
A.
Maitland City Council
chosen
Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
-
B.
Maitland, New South Wales
Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
-
C.
Maitland
Maitland is a Scottish surname historically associated with the noble Lauderdale family and other prominent lineages.
-
D.
Maitland
Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
-
E.
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
- 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63271a548190bd9662b69a45d9a5 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaf5a0988190b097ef71301aebbe |
completed | March 21, 2026, 1:57 a.m. |
Created at: March 20, 2026, 1:15 p.m.