Triple
T1270203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cape York Peninsula |
E15690
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bamaga
Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
|
E147126
|
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: Bamaga | Statement: [Cape York Peninsula, contains, Bamaga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamaga Context triple: [Cape York Peninsula, contains, Bamaga]
-
A.
Broome
Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
-
B.
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.
-
C.
Galmudug
Galmudug is a federal member state in central Somalia, encompassing parts of the Galguduud and Mudug regions and functioning with its own regional government.
-
D.
Port Hedland
Port Hedland is a major iron ore export port town on the north coast of Western Australia, known for its large deep-water harbor and heavy industry.
-
E.
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.
- 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: Bamaga Triple: [Cape York Peninsula, contains, Bamaga]
Generated description
Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamaga Target entity description: Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
-
A.
Broome
Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
-
B.
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.
-
C.
Galmudug
Galmudug is a federal member state in central Somalia, encompassing parts of the Galguduud and Mudug regions and functioning with its own regional government.
-
D.
Port Hedland
Port Hedland is a major iron ore export port town on the north coast of Western Australia, known for its large deep-water harbor and heavy industry.
-
E.
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.
- 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_69a4935a94308190bb92555b79032824 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4c0691d70819088e57c78ff34af1e |
completed | March 1, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acacb5b8888190aa969c0d8cc3fd0d |
completed | March 7, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69acad018a6881908a4c10920f377484 |
completed | March 7, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acad6489448190b7b3dff089a17145 |
completed | March 7, 2026, 10:57 p.m. |
Created at: March 1, 2026, 7:50 p.m.