Triple
T14591838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockyer Valley Region |
E342464
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Shire of Laidley
The Shire of Laidley was a former local government area in Queensland, Australia, that historically administered rural communities in the Lockyer Valley before being amalgamated into the Lockyer Valley Region.
|
E1123371
|
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 Laidley | Statement: [Lockyer Valley Region, formedByMergerOf, Shire of Laidley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Laidley Context triple: [Lockyer Valley Region, formedByMergerOf, Shire of Laidley]
-
A.
Shire of Campaspe
The Shire of Campaspe is a local government area in northern Victoria, Australia, centered on the Murray River town of Echuca and encompassing a mix of rural communities and agricultural land.
-
B.
Shire of Chinchilla
The Shire of Chinchilla was a former local government area in Queensland, Australia, that administered the rural town of Chinchilla and its surrounding district before being amalgamated into a larger regional council.
-
C.
Shire of Livingstone
The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
-
D.
Shire of Gatton
The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
-
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 Laidley Triple: [Lockyer Valley Region, formedByMergerOf, Shire of Laidley]
Generated description
The Shire of Laidley was a former local government area in Queensland, Australia, that historically administered rural communities in the Lockyer Valley before being amalgamated into the Lockyer Valley Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Laidley Target entity description: The Shire of Laidley was a former local government area in Queensland, Australia, that historically administered rural communities in the Lockyer Valley before being amalgamated into the Lockyer Valley Region.
-
A.
Shire of Campaspe
The Shire of Campaspe is a local government area in northern Victoria, Australia, centered on the Murray River town of Echuca and encompassing a mix of rural communities and agricultural land.
-
B.
Shire of Chinchilla
The Shire of Chinchilla was a former local government area in Queensland, Australia, that administered the rural town of Chinchilla and its surrounding district before being amalgamated into a larger regional council.
-
C.
Shire of Livingstone
The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
-
D.
Shire of Gatton
The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
-
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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4249af08190962009741d1f7d41 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe64ea085c8190b308504fa11c731d |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe66752df88190b27d2bf088be3374 |
completed | May 8, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe66eae2c48190994f239edbeb9efc |
completed | May 8, 2026, 10:42 p.m. |
Created at: April 10, 2026, 1:24 a.m.