Triple
T15781270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maranoa Region |
E382620
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Wallumbilla, Queensland
Wallumbilla, Queensland is a small rural town in the Maranoa Region of inland Queensland, Australia, known for its agricultural community and role as a service centre for the surrounding farming district.
|
E1176808
|
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: Wallumbilla, Queensland | Statement: [Maranoa Region, hasTown, Wallumbilla, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wallumbilla, Queensland Context triple: [Maranoa Region, hasTown, Wallumbilla, Queensland]
-
A.
Maudsland, Queensland
Maudsland, Queensland is a semi-rural residential suburb in the northern Gold Coast region known for its acreage properties and proximity to major urban amenities.
-
B.
Bulimba, Queensland, Australia
Bulimba is a riverside suburb in Brisbane, Queensland, known for its historic character, leafy streets, and vibrant Oxford Street dining and shopping precinct.
-
C.
Blackwater, Queensland
Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
-
D.
Wallangarra, Queensland
Wallangarra, Queensland is a small rural town on the New South Wales–Queensland border known historically as a key break-of-gauge railway junction.
-
E.
Tanawha, Queensland
Tanawha, Queensland is a semi-rural suburb on the Sunshine Coast known for its bushland setting, acreage properties, and proximity to major transport routes and educational hubs.
- 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: Wallumbilla, Queensland Triple: [Maranoa Region, hasTown, Wallumbilla, Queensland]
Generated description
Wallumbilla, Queensland is a small rural town in the Maranoa Region of inland Queensland, Australia, known for its agricultural community and role as a service centre for the surrounding farming district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wallumbilla, Queensland Target entity description: Wallumbilla, Queensland is a small rural town in the Maranoa Region of inland Queensland, Australia, known for its agricultural community and role as a service centre for the surrounding farming district.
-
A.
Maudsland, Queensland
Maudsland, Queensland is a semi-rural residential suburb in the northern Gold Coast region known for its acreage properties and proximity to major urban amenities.
-
B.
Bulimba, Queensland, Australia
Bulimba is a riverside suburb in Brisbane, Queensland, known for its historic character, leafy streets, and vibrant Oxford Street dining and shopping precinct.
-
C.
Blackwater, Queensland
Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
-
D.
Wallangarra, Queensland
Wallangarra, Queensland is a small rural town on the New South Wales–Queensland border known historically as a key break-of-gauge railway junction.
-
E.
Tanawha, Queensland
Tanawha, Queensland is a semi-rural suburb on the Sunshine Coast known for its bushland setting, acreage properties, and proximity to major transport routes and educational hubs.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e05400716881909bc43212c8ea54d5 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a2476c8190a153fb47cb4e7708 |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff9407644081908d7dbba5245931d4 |
completed | May 9, 2026, 8:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff946722f48190a99bbcca681db528 |
completed | May 9, 2026, 8:09 p.m. |
Created at: April 10, 2026, 4:48 a.m.