Triple
T15364963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gandangara |
E367387
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Campbelltown area, New South Wales
Campbelltown area, New South Wales is a suburban region in southwestern Sydney known for its significant Aboriginal heritage, particularly associated with the Gandangara people.
|
E1153369
|
NE FINISHED |
How this triple was built (4 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: Campbelltown area, New South Wales | Statement: [Gandangara, region, Campbelltown area, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Campbelltown area, New South Wales Context triple: [Gandangara, region, Campbelltown area, New South Wales]
-
A.
Campbelltown, Tasmania, Australia
Campbelltown is a small historic rural town in Tasmania, Australia, known for its 19th-century colonial architecture and location on the Midland Highway between Hobart and Launceston.
-
B.
Camperdown, New South Wales
Camperdown, New South Wales is an inner-western suburb of Sydney, Australia, known for its proximity to the University of Sydney and major medical and educational institutions.
-
C.
Blacktown area, New South Wales
Blacktown area, New South Wales is a major suburban region in Western Sydney known for its diverse population, historical significance to Aboriginal communities, and role as a residential and commercial hub.
-
D.
Goulburn region, New South Wales
Goulburn region, New South Wales is an area in southeastern Australia known today for its regional city of Goulburn and surrounding rural landscapes, situated on the traditional lands of the Gundungurra people.
-
E.
Sutherland, New South Wales
Sutherland, New South Wales is a suburban commercial and administrative centre in southern Sydney, Australia, serving as a key hub for the surrounding Sutherland Shire.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Campbelltown area, New South Wales Triple: [Gandangara, region, Campbelltown area, New South Wales]
Generated description
Campbelltown area, New South Wales is a suburban region in southwestern Sydney known for its significant Aboriginal heritage, particularly associated with the Gandangara people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Campbelltown area, New South Wales Target entity description: Campbelltown area, New South Wales is a suburban region in southwestern Sydney known for its significant Aboriginal heritage, particularly associated with the Gandangara people.
-
A.
Campbelltown, Tasmania, Australia
Campbelltown is a small historic rural town in Tasmania, Australia, known for its 19th-century colonial architecture and location on the Midland Highway between Hobart and Launceston.
-
B.
Camperdown, New South Wales
Camperdown, New South Wales is an inner-western suburb of Sydney, Australia, known for its proximity to the University of Sydney and major medical and educational institutions.
-
C.
Blacktown area, New South Wales
Blacktown area, New South Wales is a major suburban region in Western Sydney known for its diverse population, historical significance to Aboriginal communities, and role as a residential and commercial hub.
-
D.
Goulburn region, New South Wales
Goulburn region, New South Wales is an area in southeastern Australia known today for its regional city of Goulburn and surrounding rural landscapes, situated on the traditional lands of the Gundungurra people.
-
E.
Sutherland, New South Wales
Sutherland, New South Wales is a suburban commercial and administrative centre in southern Sydney, Australia, serving as a key hub for the surrounding Sutherland Shire.
- F. None of above. chosen
Provenance (5 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e497de48190be249b110999ec5c |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b4cc39c81908a0aff959352f6d5 |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0df908848190b05c2ecf64f10b08 |
completed | May 9, 2026, 10:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0e8f3b4481909642c91f1a54843c |
completed | May 9, 2026, 10:38 a.m. |
Created at: April 10, 2026, 3:18 a.m.