Triple
T12311937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mparntwe |
E293499
|
entity |
| Predicate | isGeographicHubOf |
P81087
|
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: [Mparntwe, isGeographicHubOf, central Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: central Australia Context triple: [Mparntwe, isGeographicHubOf, 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.
northern Australia
Northern Australia is a sparsely populated, tropical region of the continent known for its vast outback landscapes, monsoonal climate, and rich Indigenous cultures.
-
D.
The Outback
The Outback is a high-alpine, expert-focused terrain area at Keystone Resort known for its challenging tree runs, bowls, and backcountry-style skiing and snowboarding.
-
E.
Pilbara desert region
The Pilbara desert region is a vast, sparsely populated area in northwestern Western Australia known for its arid landscapes, ancient rock formations, and rich mineral resources, particularly iron ore.
- 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: isGeographicHubOf Context triple: [Mparntwe, isGeographicHubOf, central Australia]
-
A.
locatedInHubOf
Indicates that one entity is situated within the central hub or core area associated with another entity.
-
B.
servesAsFocusCityFor
Indicates that a city functions as a primary or designated focus city for an airline, organization, or transportation network, typically hosting significant but not hub-level operations or activities.
-
C.
isTransportCenterOf
chosen
Indicates that a location functions as a primary hub or central node for transportation activities serving another area or network.
-
D.
isAdministrativeCenterIn
Indicates that an entity serves as the main administrative or governmental center located within a specified larger area or jurisdiction.
-
E.
hasAdministrativeCenter
Indicates that an administrative unit (such as a region, district, or municipality) has a specific place designated as its main governing or administrative center.
- 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_69d6ab6a2b50819082f6aedd32ed608a |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f621570819091ee1db2609233ea |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5b3ced0819083382a0aceda171a |
completed | May 3, 2026, 7:13 a.m. |
| PD | Predicate disambiguation | batch_69d93ec02c008190a56aae60a3d9eff6 |
completed | April 10, 2026, 6:17 p.m. |
Created at: April 8, 2026, 9:53 p.m.