Triple
T11454496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goldfields Highway |
E271489
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Menzies Shire
Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
|
E931729
|
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: Menzies Shire | Statement: [Goldfields Highway, passesThrough, Menzies Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Menzies Shire Context triple: [Goldfields Highway, passesThrough, Menzies Shire]
-
A.
Towong Shire
Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
-
B.
Campaspe Shire
Campaspe Shire is a local government area in northern Victoria, Australia, centered on the regional city of Echuca and known for its agriculture and tourism along the Murray River.
-
C.
Parkes Shire
Parkes Shire is a local government area in central-west New South Wales, Australia, centered on the town of Parkes and known for its agricultural base and the nearby Parkes Observatory radio telescope.
-
D.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
-
E.
Murray Shire
Murray Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and the town of Moama along the Murray River.
- 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: Menzies Shire Triple: [Goldfields Highway, passesThrough, Menzies Shire]
Generated description
Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Menzies Shire Target entity description: Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
-
A.
Towong Shire
Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
-
B.
Campaspe Shire
Campaspe Shire is a local government area in northern Victoria, Australia, centered on the regional city of Echuca and known for its agriculture and tourism along the Murray River.
-
C.
Parkes Shire
Parkes Shire is a local government area in central-west New South Wales, Australia, centered on the town of Parkes and known for its agricultural base and the nearby Parkes Observatory radio telescope.
-
D.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
-
E.
Murray Shire
Murray Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and the town of Moama along the Murray River.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c7057688190ad8aa99426e4ca30 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e684f59e2481909e96129e28c961ea |
completed | April 20, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69e68ce8d7988190a0dd3abe5f2afc97 |
completed | April 20, 2026, 8:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7a31b4081909b06bc9b6d0a1617 |
completed | April 20, 2026, 11:32 p.m. |
Created at: April 8, 2026, 9:35 p.m.