Triple
T4644478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook TAFE campus |
E101731
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Muswellbrook, New South Wales, Australia |
E18524
|
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: Muswellbrook, New South Wales, Australia | Statement: [Muswellbrook TAFE campus, locatedIn, Muswellbrook, New South Wales, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook, New South Wales, Australia Context triple: [Muswellbrook TAFE campus, locatedIn, Muswellbrook, New South Wales, Australia]
-
A.
Muswellbrook, New South Wales
chosen
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.
-
B.
Balmain, New South Wales, Australia
Balmain, New South Wales, Australia is an inner-west Sydney suburb known for its historic waterfront, working-class roots, and vibrant cultural and dining scene.
-
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.
Griffith, New South Wales
Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
-
E.
Milton, New South Wales
Milton, New South Wales is a historic rural village on the South Coast of Australia known for its heritage architecture, arts scene, and proximity to popular coastal destinations.
- 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_69bd43d3bc7c81908f81fcf380476b0f |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6236e5488190a0ed6991c65c0a74 |
completed | March 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39b295ec8190bab91913ddf8eb8d |
completed | March 21, 2026, 6:24 a.m. |
Created at: March 20, 2026, 1:14 p.m.