Triple
T12095701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manjimup |
E288065
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
Shire of Manjimup
The Shire of Manjimup is a local government area in Western Australia's South West region, known for its timber industry, agriculture, and forested landscapes.
|
E982043
|
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 Manjimup | Statement: [Manjimup, localGovernmentArea, Shire of Manjimup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Manjimup Context triple: [Manjimup, localGovernmentArea, Shire of Manjimup]
-
A.
Shire of Esperance
The Shire of Esperance is a local government area in Western Australia that encompasses the coastal town of Esperance and its surrounding rural and natural landscapes.
-
B.
Shire of Ravensthorpe
The Shire of Ravensthorpe is a rural local government area in Western Australia known for its mining, agriculture, and proximity to coastal and national park landscapes.
-
C.
Shire of Exmouth
The Shire of Exmouth is a local government area in Western Australia that encompasses the town of Exmouth and the nearby Ningaloo Coast, a renowned marine and tourism region.
-
D.
Shire of Coolgardie
The Shire of Coolgardie is a local government area in Western Australia that encompasses historic gold-mining towns and communities in the Goldfields region.
-
E.
Shire of Roebourne
The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
- 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 Manjimup Triple: [Manjimup, localGovernmentArea, Shire of Manjimup]
Generated description
The Shire of Manjimup is a local government area in Western Australia's South West region, known for its timber industry, agriculture, and forested landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Manjimup Target entity description: The Shire of Manjimup is a local government area in Western Australia's South West region, known for its timber industry, agriculture, and forested landscapes.
-
A.
Shire of Esperance
The Shire of Esperance is a local government area in Western Australia that encompasses the coastal town of Esperance and its surrounding rural and natural landscapes.
-
B.
Shire of Ravensthorpe
The Shire of Ravensthorpe is a rural local government area in Western Australia known for its mining, agriculture, and proximity to coastal and national park landscapes.
-
C.
Shire of Exmouth
The Shire of Exmouth is a local government area in Western Australia that encompasses the town of Exmouth and the nearby Ningaloo Coast, a renowned marine and tourism region.
-
D.
Shire of Coolgardie
The Shire of Coolgardie is a local government area in Western Australia that encompasses historic gold-mining towns and communities in the Goldfields region.
-
E.
Shire of Roebourne
The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
- 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_69d6ab4964708190850585628b287b0c |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91552645c81909aff601ab3d3c0e6 |
completed | April 10, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63456d8dc8190b788957a37b985ca |
completed | May 2, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69f6386304c08190b629d51fd0abcefa |
completed | May 2, 2026, 5:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63900ea248190bf59c1123ea78372 |
completed | May 2, 2026, 5:48 p.m. |
Created at: April 8, 2026, 9:48 p.m.