Triple
T15048401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bega Valley |
E379290
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Numbugga
Numbugga is a small rural locality in the Bega Valley region of New South Wales, Australia.
|
E1163740
|
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: Numbugga | Statement: [Bega Valley, containsTown, Numbugga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Numbugga Context triple: [Bega Valley, containsTown, Numbugga]
-
A.
Nimanburru
Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
-
B.
Boorara
Boorara is a small locality in Western Australia known historically for its association with gold mining in the Eastern Goldfields region.
-
C.
Munglinup
Munglinup is a small rural town in Western Australia known for its farming community and proximity to the south coast.
-
D.
Murrurundi
Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
-
E.
Bunnaloo
Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
- 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: Numbugga Triple: [Bega Valley, containsTown, Numbugga]
Generated description
Numbugga is a small rural locality in the Bega Valley region of New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Numbugga Target entity description: Numbugga is a small rural locality in the Bega Valley region of New South Wales, Australia.
-
A.
Nimanburru
Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
-
B.
Boorara
Boorara is a small locality in Western Australia known historically for its association with gold mining in the Eastern Goldfields region.
-
C.
Munglinup
Munglinup is a small rural town in Western Australia known for its farming community and proximity to the south coast.
-
D.
Murrurundi
Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
-
E.
Bunnaloo
Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
- 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_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69deda8e64e48190873104a02a676ff3 |
completed | April 15, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff45406c8c8190beb87d4bb5c50355 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff471cb68c8190924e894b190f15f4 |
completed | May 9, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff47aeddac8190a87024019ecb1396 |
completed | May 9, 2026, 2:41 p.m. |
Created at: April 10, 2026, 3 a.m.