Triple
T15005863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Highlands Region |
E377709
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Sapphire Central, Queensland
Sapphire Central, Queensland is a small rural town in Australia’s Central Highlands known for its rich sapphire gemfields and mining tourism.
|
E1131887
|
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: Sapphire Central, Queensland | Statement: [Central Highlands Region, hasTown, Sapphire Central, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sapphire Central, Queensland Context triple: [Central Highlands Region, hasTown, Sapphire Central, Queensland]
-
A.
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.
-
B.
Robina, Queensland
Robina, Queensland is a master-planned residential and commercial suburb on the Gold Coast known for its major shopping centre, transport hub, and educational facilities.
-
C.
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.
-
D.
Mount Cotton, Queensland
Mount Cotton, Queensland is a semi-rural suburb in the Redland City region of South East Queensland, known for its bushland, wildlife, and growing residential communities.
-
E.
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.
- 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: Sapphire Central, Queensland Triple: [Central Highlands Region, hasTown, Sapphire Central, Queensland]
Generated description
Sapphire Central, Queensland is a small rural town in Australia’s Central Highlands known for its rich sapphire gemfields and mining tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sapphire Central, Queensland Target entity description: Sapphire Central, Queensland is a small rural town in Australia’s Central Highlands known for its rich sapphire gemfields and mining tourism.
-
A.
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.
-
B.
Robina, Queensland
Robina, Queensland is a master-planned residential and commercial suburb on the Gold Coast known for its major shopping centre, transport hub, and educational facilities.
-
C.
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.
-
D.
Mount Cotton, Queensland
Mount Cotton, Queensland is a semi-rural suburb in the Redland City region of South East Queensland, known for its bushland, wildlife, and growing residential communities.
-
E.
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.
- 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_69fe96a35acc8190a85f2ce32800ce1b |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe98917abc81908998205b4ecf201f |
completed | May 9, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe997c744481909bd3c66c3dd68f19 |
completed | May 9, 2026, 2:18 a.m. |
Created at: April 10, 2026, 2:54 a.m.