Triple
T12196371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Ghan |
E290594
|
entity |
| Predicate | operatesThroughRegion |
P6665
|
FINISHED |
| Object | Central Australia |
E56584
|
NE FINISHED |
How this triple was built (3 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: Central Australia | Statement: [The Ghan, operatesThroughRegion, Central Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Australia Context triple: [The Ghan, operatesThroughRegion, Central Australia]
-
A.
Central Australia
chosen
Central Australia is a vast, sparsely populated desert region in the heart of the Australian continent, known for its arid landscapes, Aboriginal cultural heritage, and iconic natural landmarks.
-
B.
Australian Outback
The Australian Outback is a vast, sparsely populated interior region of Australia known for its arid landscapes, unique wildlife, and iconic red desert scenery.
-
C.
Uluru region
The Uluru region is a central Australian tourism area famed for the iconic sandstone monolith Uluru (Ayers Rock), its surrounding desert landscapes, and rich Aboriginal cultural heritage.
-
D.
Yirrkala region
The Yirrkala region is a culturally and spiritually significant area in northeast Arnhem Land, Australia, central to the traditions, law, and ceremonial life of the Yolngu people.
-
E.
Anangu Pitjantjatjara Yankunytjatjara (APY) Lands
Anangu Pitjantjatjara Yankunytjatjara (APY) Lands is a large, remote Aboriginal local government area in north-west South Australia, governed by and home to the Pitjantjatjara, Yankunytjatjara and Ngaanyatjarra peoples.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: operatesThroughRegion Context triple: [The Ghan, operatesThroughRegion, Central Australia]
-
A.
operatesToRegion
Indicates that an agent conducts operations or provides services directed toward or within a specified region.
-
B.
operatedInRegion
chosen
Indicates that an entity conducted operations or activities within a specified geographic region.
-
C.
operatesBrandInRegion
Indicates that an entity manages or runs a specific brand within a particular geographic region.
-
D.
serviceRegion
Indicates the geographic area or jurisdiction within which a service is provided or applicable.
-
E.
hasRegion
Indicates that an entity includes, contains, or is associated with a specific geographic or administrative region as part of its scope or structure.
- F. None of above.
Provenance (4 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d938cd2edc8190b1971349dbc0dee0 |
completed | April 10, 2026, 5:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c60a7d081908e402c15b7e38596 |
completed | May 2, 2026, 10:36 p.m. |
| PD | Predicate disambiguation | batch_69d91c38321c819080d500d0d64a04f6 |
completed | April 10, 2026, 3:50 p.m. |
Created at: April 8, 2026, 9:50 p.m.