Triple
T15107373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngunnawal language |
E360822
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Southeast Pama–Nyungan languages
The Southeast Pama–Nyungan languages are a major subgroup of the Pama–Nyungan family comprising closely related Aboriginal Australian languages traditionally spoken across southeastern Australia.
|
E1140266
|
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: Southeast Pama–Nyungan languages | Statement: [Ngunnawal language, isPartOf, Southeast Pama–Nyungan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southeast Pama–Nyungan languages Context triple: [Ngunnawal language, isPartOf, Southeast Pama–Nyungan languages]
-
A.
Pama–Nyungan languages
The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
-
B.
Southwest Pama languages
Southwest Pama languages are a subgroup of the Pama–Nyungan family comprising several closely related Indigenous Australian languages spoken in the southwestern region of the continent.
-
C.
Kulin languages
The Kulin languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Kulin nations of central Victoria, including around present-day Melbourne.
-
D.
Yugambeh–Bundjalung languages
The Yugambeh–Bundjalung languages are a closely related group of Australian Aboriginal languages traditionally spoken by Indigenous communities of southeastern Queensland and northeastern New South Wales.
-
E.
Yolŋu languages
Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land 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: Southeast Pama–Nyungan languages Triple: [Ngunnawal language, isPartOf, Southeast Pama–Nyungan languages]
Generated description
The Southeast Pama–Nyungan languages are a major subgroup of the Pama–Nyungan family comprising closely related Aboriginal Australian languages traditionally spoken across southeastern Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southeast Pama–Nyungan languages Target entity description: The Southeast Pama–Nyungan languages are a major subgroup of the Pama–Nyungan family comprising closely related Aboriginal Australian languages traditionally spoken across southeastern Australia.
-
A.
Pama–Nyungan languages
The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
-
B.
Southwest Pama languages
Southwest Pama languages are a subgroup of the Pama–Nyungan family comprising several closely related Indigenous Australian languages spoken in the southwestern region of the continent.
-
C.
Kulin languages
The Kulin languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Kulin nations of central Victoria, including around present-day Melbourne.
-
D.
Yugambeh–Bundjalung languages
The Yugambeh–Bundjalung languages are a closely related group of Australian Aboriginal languages traditionally spoken by Indigenous communities of southeastern Queensland and northeastern New South Wales.
-
E.
Yolŋu languages
Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0058af8988190977d998f85893836 |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febfe2369881908c7ebbad412d9000 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec1c2ce5c81909e2df69e4cf80344 |
completed | May 9, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec25d50548190a056d6bb1297e780 |
completed | May 9, 2026, 5:13 a.m. |
Created at: April 10, 2026, 3:05 a.m.