Triple
T7098122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borobi |
E165382
|
entity |
| Predicate | languageOfName |
P15
|
FINISHED |
| Object |
Yugambeh language
The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
|
E647962
|
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: Yugambeh language | Statement: [Borobi, languageOfName, Yugambeh language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yugambeh language Context triple: [Borobi, languageOfName, Yugambeh 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.
Gundungurra language
The Gundungurra language is an Australian Aboriginal language traditionally spoken by the Gundungurra people of the Southern Highlands and Blue Mountains region of New South Wales.
-
C.
Darumbal language
The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
-
D.
Yindjibarndi language
The Yindjibarndi language is an Australian Aboriginal language traditionally spoken by the Yindjibarndi people of the Pilbara region in Western Australia.
-
E.
Awabakal language
Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
- 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: Yugambeh language Triple: [Borobi, languageOfName, Yugambeh language]
Generated description
The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yugambeh language Target entity description: The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
-
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.
Gundungurra language
The Gundungurra language is an Australian Aboriginal language traditionally spoken by the Gundungurra people of the Southern Highlands and Blue Mountains region of New South Wales.
-
C.
Darumbal language
The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
-
D.
Yindjibarndi language
The Yindjibarndi language is an Australian Aboriginal language traditionally spoken by the Yindjibarndi people of the Pilbara region in Western Australia.
-
E.
Awabakal language
Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
- 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e557c0108190891ca1be84f21601 |
completed | March 27, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bf78eca48190bec0505fae70a048 |
completed | March 28, 2026, 11:46 a.m. |
| NEDg | Description generation | batch_69c7c002a91c81908756d224de6012c1 |
completed | March 28, 2026, 11:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c05fd088819083df4c7167216ca2 |
completed | March 28, 2026, 11:49 a.m. |
Created at: March 27, 2026, 2:42 p.m.