Triple
T2438862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kimberley region |
E53225
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Halls Creek
Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
|
E278560
|
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: Halls Creek | Statement: [Kimberley region, hasMajorTown, Halls Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halls Creek Context triple: [Kimberley region, hasMajorTown, Halls Creek]
-
A.
Tennant Creek
Tennant Creek is a remote outback town in Australia known for its gold mining history and location along the Stuart Highway in the Northern Territory.
-
B.
Kununurra
Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
-
C.
Weipa
Weipa is a remote coastal mining town in Far North Queensland, Australia, known primarily for its large bauxite deposits and role as a major export port.
-
D.
Mooloolaba
Mooloolaba is a popular coastal resort town in Queensland, Australia, known for its surf beaches, esplanade, and tourism-focused waterfront.
-
E.
Tarcoola Reach
Tarcoola Reach is a section of Lake Burley Griffin in Canberra, Australia, known as part of the lake’s interconnected basins and reaches used for recreation and water activities.
- 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: Halls Creek Triple: [Kimberley region, hasMajorTown, Halls Creek]
Generated description
Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halls Creek Target entity description: Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
-
A.
Tennant Creek
Tennant Creek is a remote outback town in Australia known for its gold mining history and location along the Stuart Highway in the Northern Territory.
-
B.
Kununurra
Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
-
C.
Weipa
Weipa is a remote coastal mining town in Far North Queensland, Australia, known primarily for its large bauxite deposits and role as a major export port.
-
D.
Mooloolaba
Mooloolaba is a popular coastal resort town in Queensland, Australia, known for its surf beaches, esplanade, and tourism-focused waterfront.
-
E.
Tarcoola Reach
Tarcoola Reach is a section of Lake Burley Griffin in Canberra, Australia, known as part of the lake’s interconnected basins and reaches used for recreation and water activities.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9f62ad081909373134c5adf65d9 |
completed | March 7, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af65436c2c8190a8f1aba2852b52e8 |
completed | March 10, 2026, 12:26 a.m. |
| NEDg | Description generation | batch_69af65d8e3f0819093ea4005c1bc1691 |
completed | March 10, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af66337ed88190a0118a9e192b1c0c |
completed | March 10, 2026, 12:30 a.m. |
Created at: March 6, 2026, 9:43 p.m.