Triple
T2992293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grose Valley |
E80783
|
entity |
| Predicate | hasTownNearby |
P3883
|
FINISHED |
| Object |
Blackheath, New South Wales
Blackheath, New South Wales is a historic Blue Mountains town west of Sydney known for its dramatic cliff-top views, bushwalking trails, and cool-climate gardens.
|
E317423
|
NE FINISHED |
How this triple was built (5 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: Blackheath, New South Wales | Statement: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackheath, New South Wales Context triple: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
-
A.
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.
-
B.
Gladesville
Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
-
C.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
D.
Scone, New South Wales
Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
-
E.
Bolwarra Heights
Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of New South Wales, Australia.
- 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: Blackheath, New South Wales Triple: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
Generated description
Blackheath, New South Wales is a historic Blue Mountains town west of Sydney known for its dramatic cliff-top views, bushwalking trails, and cool-climate gardens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackheath, New South Wales Target entity description: Blackheath, New South Wales is a historic Blue Mountains town west of Sydney known for its dramatic cliff-top views, bushwalking trails, and cool-climate gardens.
-
A.
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.
-
B.
Gladesville
Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
-
C.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
D.
Scone, New South Wales
Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
-
E.
Bolwarra Heights
Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of New South Wales, Australia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTownNearby Context triple: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
-
A.
hasNearbyTown
chosen
Indicates that one location has a town situated close to it in geographic proximity.
-
B.
hasTown
Indicates that one entity possesses, contains, or is associated with a town as part of its structure, jurisdiction, or composition.
-
C.
hasTribalHeadquartersNearby
Indicates that the subject entity is located close to the tribal headquarters of a Native nation or tribe.
-
D.
hasTownship
Indicates that one administrative area or jurisdiction includes or is associated with a specific township.
-
E.
hasNotableTown
Indicates that an entity includes or is associated with a town that is considered notable or significant in some way.
- F. None of above.
Provenance (6 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99df69d08190a0e25efb0dc8d653 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b109039cfc8190a286c83df752967e |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10bc71c708190b1e620d41278c3e0 |
completed | March 11, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10c43a7c48190b63a7b3f0f180d44 |
completed | March 11, 2026, 6:31 a.m. |
| PD | Predicate disambiguation | batch_69ad961403108190bbecb8d3608fd4e0 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:59 p.m.