Triple
T15005854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Highlands Region |
E377709
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Blackwater, Queensland
Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
|
E1134246
|
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: Blackwater, Queensland | Statement: [Central Highlands Region, hasTown, Blackwater, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackwater, Queensland Context triple: [Central Highlands Region, hasTown, Blackwater, Queensland]
-
A.
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.
-
B.
Proserpine, Queensland
Proserpine, Queensland is a rural town in the Whitsunday Region of Australia that serves as a gateway to the Whitsunday Islands and the Great Barrier Reef.
-
C.
Enoggera, Queensland
Enoggera, Queensland is a suburb of Brisbane known for its significant Australian Army presence, including major military facilities and training areas.
-
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.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
- 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: Blackwater, Queensland Triple: [Central Highlands Region, hasTown, Blackwater, Queensland]
Generated description
Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackwater, Queensland Target entity description: Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
-
A.
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.
-
B.
Proserpine, Queensland
Proserpine, Queensland is a rural town in the Whitsunday Region of Australia that serves as a gateway to the Whitsunday Islands and the Great Barrier Reef.
-
C.
Enoggera, Queensland
Enoggera, Queensland is a suburb of Brisbane known for its significant Australian Army presence, including major military facilities and training areas.
-
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.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7322b5c81909089cbbf816e1436 |
completed | April 15, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9dcbd7c88190ad1a302cd0c6ef28 |
completed | May 9, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fe9e8eb3608190b26692e5ce2b0643 |
completed | May 9, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9f1e9010819092a9d39b85b30f2b |
completed | May 9, 2026, 2:42 a.m. |
Created at: April 10, 2026, 2:54 a.m.