Triple
T14757931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marranunggu people |
E346779
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Western Daly languages
The Western Daly languages are a small group of closely related Indigenous Australian languages traditionally spoken in the western Daly River region of the Northern Territory.
|
E1118494
|
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: Western Daly languages | Statement: [Marranunggu people, languageFamily, Western Daly languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Daly languages Context triple: [Marranunggu people, languageFamily, Western Daly languages]
-
A.
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.
-
B.
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.
-
C.
Huon Gulf languages
The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
-
D.
Arrernte languages
Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
-
E.
Wudjari dialect
The Wudjari dialect is a regional variety of the Noongar Aboriginal language traditionally spoken by the Wudjari people of southwestern Western Australia.
- 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: Western Daly languages Triple: [Marranunggu people, languageFamily, Western Daly languages]
Generated description
The Western Daly languages are a small group of closely related Indigenous Australian languages traditionally spoken in the western Daly River region of the Northern Territory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Daly languages Target entity description: The Western Daly languages are a small group of closely related Indigenous Australian languages traditionally spoken in the western Daly River region of the Northern Territory.
-
A.
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.
-
B.
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.
-
C.
Huon Gulf languages
The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
-
D.
Arrernte languages
Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
-
E.
Wudjari dialect
The Wudjari dialect is a regional variety of the Noongar Aboriginal language traditionally spoken by the Wudjari people of southwestern Western Australia.
- 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_69d822e8896c819091169882f9b20486 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7f0f5a48190af008352c26574d7 |
completed | April 14, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0ced0e2c8190a13e3b43e4d35560 |
completed | May 8, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69fe15f78180819088c7be010ef27029 |
completed | May 8, 2026, 4:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe165c1f188190963f9b78272f41f7 |
completed | May 8, 2026, 4:59 p.m. |
Created at: April 10, 2026, 1:30 a.m.