Triple
T21625916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peninsula Developmental Road (via access roads) |
E533700
|
entity |
| Predicate | hasAccessRoadsTo |
P145268
|
FINISHED |
| Object | 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: Aurukun | Statement: [Peninsula Developmental Road (via access roads), hasAccessRoadsTo, Aurukun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurukun Context triple: [Peninsula Developmental Road (via access roads), hasAccessRoadsTo, Aurukun]
-
A.
Aurukun
chosen
Aurukun is a remote Indigenous community and coastal town in Far North Queensland, Australia, located on the western side of Cape York Peninsula.
-
B.
Aukaans
Aukaans is a creole language spoken primarily by the Ndyuka (Aukan) Maroon community in Suriname and French Guiana.
-
C.
Naukan
Naukan is a former indigenous Yupik settlement located at the easternmost point of the Chukotka Peninsula in Russia, near the Bering Strait.
-
D.
Ankaa
Ankaa is the brightest star in the constellation Phoenix, an orange giant visible from the Southern Hemisphere.
-
E.
Alata
Alata is a local area or neighborhood that forms part of the larger Osu district in Accra, Ghana.
- 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: hasAccessRoadsTo Context triple: [Peninsula Developmental Road (via access roads), hasAccessRoadsTo, Aurukun]
-
A.
hasAccessRoadType
Indicates that an entity is connected to or served by a road of a specified access type (e.g., public, private, restricted).
-
B.
hasRoadPass
Indicates that an entity possesses a valid authorization or permit required to use a specific road or road network.
-
C.
hasSeparateAccessRoadFor
Indicates that one entity is served by its own distinct access road that is separate from the access road used by another entity.
-
D.
isRoadAccessible
Indicates that a road can be safely and legally used or traversed under the current conditions.
-
E.
hasSeparateAccessRoad
Indicates that an entity is served by its own distinct access road, separate from other routes or shared entrances.
- F. None of above. chosen
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_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. |
| PDg | Predicate description generation | batch_69e69cb4bcbc8190a4fc2d508df107be |
completed | April 20, 2026, 9:37 p.m. |
Created at: April 16, 2026, 6:34 p.m.