Triple
T21625984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kugu |
E533702
|
entity |
| Predicate | associatedLocalGovernmentArea |
P74637
|
FINISHED |
| Object | Shire of Aurukun |
—
|
NE NERFINISHED |
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: Shire of Aurukun | Statement: [Kugu, associatedLocalGovernmentArea, Shire of Aurukun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Aurukun Context triple: [Kugu, associatedLocalGovernmentArea, Shire of Aurukun]
-
A.
Shire of Aurukun
chosen
The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
-
B.
Yarrabah Aboriginal Shire
Yarrabah Aboriginal Shire is a local government area in Far North Queensland, Australia, that administers the predominantly Aboriginal community of Yarrabah near Cairns.
-
C.
Woorabinda Aboriginal Shire
Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
-
D.
Pormpuraaw Aboriginal Shire
Pormpuraaw Aboriginal Shire is a remote Indigenous local government area on the western Cape York Peninsula in Queensland, Australia, centered on the predominantly Aboriginal community of Pormpuraaw.
-
E.
Shire of Ngaanyatjarraku
The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
- 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: associatedLocalGovernmentArea Context triple: [Kugu, associatedLocalGovernmentArea, Shire of Aurukun]
-
A.
localGovernmentAreaOf
chosen
Indicates that one entity is the local government area within whose jurisdiction or administrative boundaries the other entity is located.
-
B.
associatedWithLocalGovernment
Indicates that an entity has a formal or functional connection, involvement, or affiliation with a local government body or authority.
-
C.
localGovernmentAreaReorganised
Indicates that a local government area has undergone an official administrative reorganization, such as boundary changes, mergers, or splits.
-
D.
localAuthorityArea
Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
-
E.
hasLocalGovernmentAreaName
Indicates that an entity is associated with a local government area identified by a specific name.
- F. None of above.
Provenance (3 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef52131f2c8190b9966adf43a0fe4f |
completed | April 27, 2026, 12:09 p.m. |
| PD | Predicate disambiguation | batch_69e69677b9c48190bf81f795aa8ad74e |
completed | April 20, 2026, 9:11 p.m. |
Created at: April 16, 2026, 6:34 p.m.