Triple
T15005858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Highlands Region |
E377709
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Bluff, Queensland
Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
|
E1143852
|
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: Bluff, Queensland | Statement: [Central Highlands Region, hasTown, Bluff, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bluff, Queensland Context triple: [Central Highlands Region, hasTown, Bluff, Queensland]
-
A.
Douglas, Queensland
Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
-
B.
Mackay, Queensland
Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
-
C.
Victoria Point, Queensland
Victoria Point, Queensland is a coastal suburb in the City of Redland, southeast of Brisbane, known for its waterfront parks, ferry access to nearby islands, and residential community.
-
D.
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.
-
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: Bluff, Queensland Triple: [Central Highlands Region, hasTown, Bluff, Queensland]
Generated description
Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bluff, Queensland Target entity description: Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
-
A.
Douglas, Queensland
Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
-
B.
Mackay, Queensland
Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
-
C.
Victoria Point, Queensland
Victoria Point, Queensland is a coastal suburb in the City of Redland, southeast of Brisbane, known for its waterfront parks, ferry access to nearby islands, and residential community.
-
D.
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.
-
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_69fed31c0ab08190814c41d852f9f523 |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed4d497a481909cee1da86e6a6ab5 |
completed | May 9, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed73158048190b0ae618512b24eb9 |
completed | May 9, 2026, 6:41 a.m. |
Created at: April 10, 2026, 2:54 a.m.