Triple
T15781287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maranoa Region |
E382620
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Shire of Bendemere
The Shire of Bendemere was a former local government area in Queensland, Australia, that was later amalgamated into the larger Maranoa Region.
|
E1224235
|
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: Shire of Bendemere | Statement: [Maranoa Region, formedByMergerOf, Shire of Bendemere]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Bendemere Context triple: [Maranoa Region, formedByMergerOf, Shire of Bendemere]
-
A.
Shire of Douglas
The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
-
B.
Shire of Balonne
The Shire of Balonne is a rural local government area in south-western Queensland, Australia, centred on the town of St George and known for its agricultural and grazing industries along the Balonne River.
-
C.
Torres Shire
Torres Shire is a local government area in Far North Queensland, Australia, encompassing many of the Torres Strait Islands and parts of the northern Cape York Peninsula.
-
D.
Berrigan Shire
Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
-
E.
Shire of Cook
The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
- 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: Shire of Bendemere Triple: [Maranoa Region, formedByMergerOf, Shire of Bendemere]
Generated description
The Shire of Bendemere was a former local government area in Queensland, Australia, that was later amalgamated into the larger Maranoa Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Bendemere Target entity description: The Shire of Bendemere was a former local government area in Queensland, Australia, that was later amalgamated into the larger Maranoa Region.
-
A.
Shire of Douglas
The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
-
B.
Shire of Balonne
The Shire of Balonne is a rural local government area in south-western Queensland, Australia, centred on the town of St George and known for its agricultural and grazing industries along the Balonne River.
-
C.
Torres Shire
Torres Shire is a local government area in Far North Queensland, Australia, encompassing many of the Torres Strait Islands and parts of the northern Cape York Peninsula.
-
D.
Berrigan Shire
Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
-
E.
Shire of Cook
The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
- 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_6a007d9849a08190a575f19e816e6df2 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007ec876ac8190afae26442f8b2a9a |
completed | May 10, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f3bf6e081908554238d069d9abc |
completed | May 10, 2026, 12:51 p.m. |
Created at: April 10, 2026, 4:48 a.m.