Triple
T6892514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pama–Nyungan languages |
E159080
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object |
Guugu Yimithirr language
Guugu Yimithirr is an Australian Aboriginal language of northern Queensland, best known for its use of absolute cardinal directions instead of egocentric terms like “left” and “right.”
|
E639631
|
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: Guugu Yimithirr language | Statement: [Pama–Nyungan languages, includesLanguage, Guugu Yimithirr language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guugu Yimithirr language Context triple: [Pama–Nyungan languages, includesLanguage, Guugu Yimithirr language]
-
A.
Dyirbal language
Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
-
B.
Ngunnawal language
The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
-
C.
Warlpiri language
Warlpiri is an Australian Aboriginal language spoken by the Warlpiri people of the Northern Territory, known for its complex grammar and rich system of spatial and kinship expressions.
-
D.
Kaurna language
The Kaurna language is the traditional Indigenous Australian language of the Kaurna people of the Adelaide Plains in South Australia, currently undergoing revitalization after near extinction.
-
E.
Wiradjuri language
The Wiradjuri language is an Indigenous Australian language traditionally spoken by the Wiradjuri people of central New South Wales and now the focus of active revitalization efforts.
- 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: Guugu Yimithirr language Triple: [Pama–Nyungan languages, includesLanguage, Guugu Yimithirr language]
Generated description
Guugu Yimithirr is an Australian Aboriginal language of northern Queensland, best known for its use of absolute cardinal directions instead of egocentric terms like “left” and “right.”
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guugu Yimithirr language Target entity description: Guugu Yimithirr is an Australian Aboriginal language of northern Queensland, best known for its use of absolute cardinal directions instead of egocentric terms like “left” and “right.”
-
A.
Dyirbal language
Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
-
B.
Ngunnawal language
The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
-
C.
Warlpiri language
Warlpiri is an Australian Aboriginal language spoken by the Warlpiri people of the Northern Territory, known for its complex grammar and rich system of spatial and kinship expressions.
-
D.
Kaurna language
The Kaurna language is the traditional Indigenous Australian language of the Kaurna people of the Adelaide Plains in South Australia, currently undergoing revitalization after near extinction.
-
E.
Wiradjuri language
The Wiradjuri language is an Indigenous Australian language traditionally spoken by the Wiradjuri people of central New South Wales and now the focus of active revitalization efforts.
- 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_69c6883568c8819081db6407e892cccc |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d930ab548190953291d63cbc721b |
completed | March 27, 2026, 7:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7942be8708190bad44a9966884515 |
completed | March 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69c794ddbb688190b197a934c0afaea0 |
completed | March 28, 2026, 8:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79531e0408190bbacba54914393f9 |
completed | March 28, 2026, 8:45 a.m. |
Created at: March 27, 2026, 2:24 p.m.