Triple
T16312839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hughenden |
E396099
|
entity |
| Predicate | localGovernmentRegion |
P3379
|
FINISHED |
| Object |
Flinders Shire
Flinders Shire is a rural local government area in north-west Queensland, Australia, centred on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
|
E1296361
|
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: Flinders Shire | Statement: [Hughenden, localGovernmentRegion, Flinders Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flinders Shire Context triple: [Hughenden, localGovernmentRegion, Flinders Shire]
-
A.
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.
-
B.
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.
-
C.
Towong Shire
Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
-
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.
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.
- 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: Flinders Shire Triple: [Hughenden, localGovernmentRegion, Flinders Shire]
Generated description
Flinders Shire is a rural local government area in north-west Queensland, Australia, centred on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flinders Shire Target entity description: Flinders Shire is a rural local government area in north-west Queensland, Australia, centred on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
-
A.
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.
-
B.
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.
-
C.
Towong Shire
Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
-
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.
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.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a032115ddd08190a0830608c6756cf2 |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a0322327eb481908c05300611c96226 |
completed | May 12, 2026, 12:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0322a4c9448190823e9fdc03ea9f90 |
completed | May 12, 2026, 12:52 p.m. |
Created at: April 10, 2026, 5:06 a.m.