Triple
T19144242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gungahlin |
E468637
|
entity |
| Predicate | hasShoppingCentre |
P4285
|
FINISHED |
| Object |
Gungahlin Marketplace
Gungahlin Marketplace is a major retail and community shopping centre located in the Gungahlin district of Canberra, Australia.
|
E1360674
|
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: Gungahlin Marketplace | Statement: [Gungahlin, hasShoppingCentre, Gungahlin Marketplace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gungahlin Marketplace Context triple: [Gungahlin, hasShoppingCentre, Gungahlin Marketplace]
-
A.
Belconnen Town Centre
Belconnen Town Centre is a major commercial and civic hub in the Belconnen district of Canberra, featuring shopping, offices, services, and public facilities.
-
B.
Gungahlin
Gungahlin is a rapidly growing district and town centre in the northern part of Canberra, Australia, known for its modern residential developments and expanding commercial hub.
-
C.
Yarralumla
Yarralumla is a leafy inner suburb of Canberra, Australia, known for housing Government House, numerous embassies, and extensive parklands along the shores of Lake Burley Griffin.
-
D.
Macquarie Fields
Macquarie Fields is a suburb in south-western Sydney, New South Wales, Australia, known for its residential areas, local schools, and rail connectivity to the city.
-
E.
Beerwah Marketplace
Beerwah Marketplace is a local shopping centre serving the retail and service needs of the Beerwah community in Queensland, 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: Gungahlin Marketplace Triple: [Gungahlin, hasShoppingCentre, Gungahlin Marketplace]
Generated description
Gungahlin Marketplace is a major retail and community shopping centre located in the Gungahlin district of Canberra, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gungahlin Marketplace Target entity description: Gungahlin Marketplace is a major retail and community shopping centre located in the Gungahlin district of Canberra, Australia.
-
A.
Belconnen Town Centre
Belconnen Town Centre is a major commercial and civic hub in the Belconnen district of Canberra, featuring shopping, offices, services, and public facilities.
-
B.
Gungahlin
Gungahlin is a rapidly growing district and town centre in the northern part of Canberra, Australia, known for its modern residential developments and expanding commercial hub.
-
C.
Yarralumla
Yarralumla is a leafy inner suburb of Canberra, Australia, known for housing Government House, numerous embassies, and extensive parklands along the shores of Lake Burley Griffin.
-
D.
Macquarie Fields
Macquarie Fields is a suburb in south-western Sydney, New South Wales, Australia, known for its residential areas, local schools, and rail connectivity to the city.
-
E.
Beerwah Marketplace
Beerwah Marketplace is a local shopping centre serving the retail and service needs of the Beerwah community in Queensland, Australia.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e977fa208190aa8cafd0966599c6 |
completed | April 20, 2026, 8:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f24e34c4819090954c2b79ab20bb |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f366e514819080de839bdde22fc2 |
completed | May 15, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.