Triple
T6892695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes region |
E159084
|
entity |
| Predicate | hasMajorSettlement |
P316
|
FINISHED |
| Object | Forbes, New South Wales |
E627103
|
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: Forbes, New South Wales | Statement: [Forbes region, hasMajorSettlement, Forbes, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes, New South Wales Context triple: [Forbes region, hasMajorSettlement, Forbes, New South Wales]
-
A.
Forbes, New South Wales
chosen
Forbes, New South Wales is a historic rural town in the Central West region of New South Wales, Australia, known for its agricultural economy and gold rush heritage.
-
B.
Osborne, New South Wales
Osborne, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
-
C.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
D.
Muswellbrook, New South Wales
Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
-
E.
Holsworthy, New South Wales
Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
- 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_69c6883568c8819081db6407e892cccc |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d930ab548190953291d63cbc721b |
completed | March 27, 2026, 7:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7511fbe808190bc3dfb7c34a7cbb6 |
completed | March 28, 2026, 3:55 a.m. |
Created at: March 27, 2026, 2:24 p.m.