Triple
T2441977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aboriginal languages |
E53296
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
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.
|
E269319
|
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: Yolŋu languages | Statement: [Aboriginal languages, includes, Yolŋu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yolŋu languages Context triple: [Aboriginal languages, includes, Yolŋu 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.
Aboriginal languages
Aboriginal languages are the diverse Indigenous languages of Australia, spoken by Aboriginal and Torres Strait Islander peoples and forming a key part of the continent’s oldest continuous cultures.
-
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.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
E.
Yuin–Kuric languages
The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
- 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: Yolŋu languages Triple: [Aboriginal languages, includes, Yolŋu languages]
Generated description
Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yolŋu languages Target entity description: Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
-
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.
Aboriginal languages
Aboriginal languages are the diverse Indigenous languages of Australia, spoken by Aboriginal and Torres Strait Islander peoples and forming a key part of the continent’s oldest continuous cultures.
-
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.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
E.
Yuin–Kuric languages
The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9f94e388190b6e49d4f7bbb6697 |
completed | March 7, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af178d7c8c8190a37a65c35793074e |
completed | March 9, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69af1809ef0c81909a89986e7e2e20fc |
completed | March 9, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af187a3af08190bf32f4f9f569fab3 |
completed | March 9, 2026, 6:59 p.m. |
Created at: March 6, 2026, 9:43 p.m.