Triple
T3052272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Top End |
E60396
|
entity |
| Predicate | hasLanguageGroup |
P3349
|
FINISHED |
| Object |
Bininj Kunwok
Bininj Kunwok is a group of closely related Aboriginal Australian languages spoken by Bininj people in western Arnhem Land in the Northern Territory.
|
E322313
|
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: Bininj Kunwok | Statement: [Top End, hasLanguageGroup, Bininj Kunwok]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bininj Kunwok Context triple: [Top End, hasLanguageGroup, Bininj Kunwok]
-
A.
Sidney Rivers
Sidney Rivers is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Rivers.
-
B.
Tjukurpa
Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
-
C.
Mparntwe
Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
-
D.
Nhulunbuy
Nhulunbuy is a remote mining town on the Gove Peninsula in northeastern Arnhem Land, known for its bauxite industry and strong Yolngu Aboriginal cultural presence.
-
E.
Bennelong
Bennelong was a prominent Eora Aboriginal man from the Sydney region who served as a key intermediary between Indigenous Australians and the British colonists in the late 18th century.
- 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: Bininj Kunwok Triple: [Top End, hasLanguageGroup, Bininj Kunwok]
Generated description
Bininj Kunwok is a group of closely related Aboriginal Australian languages spoken by Bininj people in western Arnhem Land in the Northern Territory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bininj Kunwok Target entity description: Bininj Kunwok is a group of closely related Aboriginal Australian languages spoken by Bininj people in western Arnhem Land in the Northern Territory.
-
A.
Sidney Rivers
Sidney Rivers is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Rivers.
-
B.
Tjukurpa
Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
-
C.
Mparntwe
Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
-
D.
Nhulunbuy
Nhulunbuy is a remote mining town on the Gove Peninsula in northeastern Arnhem Land, known for its bauxite industry and strong Yolngu Aboriginal cultural presence.
-
E.
Bennelong
Bennelong was a prominent Eora Aboriginal man from the Sydney region who served as a key intermediary between Indigenous Australians and the British colonists in the late 18th century.
- 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_69ad8578137c81908259dcb27c7d6d7c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9bf274f88190a759f9ce3da47c35 |
completed | March 8, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eefd3860819085cefea633b5dca9 |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1efa8c11081908661b33e465e11bc |
completed | March 11, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f05e44e08190be8b194938b6c1c7 |
completed | March 11, 2026, 10:44 p.m. |
Created at: March 8, 2026, 3:01 p.m.