Triple
T12730639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wunambal people |
E304226
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Worrorran languages
The Worrorran languages are a group of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
|
E999265
|
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: Worrorran languages | Statement: [Wunambal people, languageFamily, Worrorran languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Worrorran languages Context triple: [Wunambal people, languageFamily, Worrorran languages]
-
A.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
B.
Nyulnyulan languages
The Nyulnyulan languages are a small family of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
-
C.
Wotu–Wolio languages
The Wotu–Wolio languages are a subgroup of Austronesian languages spoken in Sulawesi, Indonesia, known for their close relationship within the Celebic branch.
-
D.
Koroic languages
Koroic languages are a small subgroup of Plateau languages spoken in central Nigeria, known for their linguistic diversity and limited documentation.
-
E.
Binanderean languages
The Binanderean languages are a subgroup of Papuan languages spoken primarily in southeastern Papua New Guinea, known for their close genetic relationship and shared grammatical features.
- 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: Worrorran languages Triple: [Wunambal people, languageFamily, Worrorran languages]
Generated description
The Worrorran languages are a group of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Worrorran languages Target entity description: The Worrorran languages are a group of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
-
A.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
B.
Nyulnyulan languages
The Nyulnyulan languages are a small family of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
-
C.
Wotu–Wolio languages
The Wotu–Wolio languages are a subgroup of Austronesian languages spoken in Sulawesi, Indonesia, known for their close relationship within the Celebic branch.
-
D.
Koroic languages
Koroic languages are a small subgroup of Plateau languages spoken in central Nigeria, known for their linguistic diversity and limited documentation.
-
E.
Binanderean languages
The Binanderean languages are a subgroup of Papuan languages spoken primarily in southeastern Papua New Guinea, known for their close genetic relationship and shared grammatical features.
- 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_69d7bdf1426c8190a4402e1c4cdec33a |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96467a2248190aff1ebb5db84b3c6 |
completed | April 10, 2026, 8:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c8a4b7c8190a514b623a7364fd7 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67d663fd08190a00b30a7ff260c70 |
completed | May 2, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67e12b8148190958b63ba114d6221 |
completed | May 2, 2026, 10:43 p.m. |
Created at: April 9, 2026, 5:25 p.m.