Triple
T16659692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springsure |
E404821
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Central Highlands coal and agricultural district
The Central Highlands coal and agricultural district is a resource-rich region of central Queensland, Australia, known for its extensive coal mining operations and productive farming and grazing lands.
|
E1226524
|
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: Central Highlands coal and agricultural district | Statement: [Springsure, isPartOf, Central Highlands coal and agricultural district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Highlands coal and agricultural district Context triple: [Springsure, isPartOf, Central Highlands coal and agricultural district]
-
A.
Southern Tablelands
The Southern Tablelands is a pastoral and agricultural region of New South Wales, Australia, characterized by rolling highland plains and rural townships south and southwest of Sydney.
-
B.
Goondiwindi Region
Goondiwindi Region is a local government area in Queensland, Australia, known for its agricultural production and the town of Goondiwindi near the New South Wales border.
-
C.
Arigna coal mining area
The Arigna coal mining area is a historic coalfield in County Roscommon, Ireland, known for its long tradition of coal extraction and its preserved mining heritage center.
-
D.
Tiaro Hinterland
Tiaro Hinterland is a rural locality in Queensland, Australia, situated within the Fraser Coast Region and characterized by its agricultural landscapes and low-density population.
-
E.
Maranoa Region
Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
- 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: Central Highlands coal and agricultural district Triple: [Springsure, isPartOf, Central Highlands coal and agricultural district]
Generated description
The Central Highlands coal and agricultural district is a resource-rich region of central Queensland, Australia, known for its extensive coal mining operations and productive farming and grazing lands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Highlands coal and agricultural district Target entity description: The Central Highlands coal and agricultural district is a resource-rich region of central Queensland, Australia, known for its extensive coal mining operations and productive farming and grazing lands.
-
A.
Southern Tablelands
The Southern Tablelands is a pastoral and agricultural region of New South Wales, Australia, characterized by rolling highland plains and rural townships south and southwest of Sydney.
-
B.
Goondiwindi Region
Goondiwindi Region is a local government area in Queensland, Australia, known for its agricultural production and the town of Goondiwindi near the New South Wales border.
-
C.
Arigna coal mining area
The Arigna coal mining area is a historic coalfield in County Roscommon, Ireland, known for its long tradition of coal extraction and its preserved mining heritage center.
-
D.
Tiaro Hinterland
Tiaro Hinterland is a rural locality in Queensland, Australia, situated within the Fraser Coast Region and characterized by its agricultural landscapes and low-density population.
-
E.
Maranoa Region
Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfe0fb081909f2de38df0ed59d7 |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084ce7cf0819091e7a4de2cc010ea |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a00862fe04481908bc114001357aea9 |
completed | May 10, 2026, 1:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00879d9f948190bdf40ff7be2505ff |
completed | May 10, 2026, 1:26 p.m. |
Created at: April 10, 2026, 5:18 a.m.