Triple
T3655711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darumbal people |
E77524
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Darumbal language
The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
|
E377695
|
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: Darumbal language | Statement: [Darumbal people, language, Darumbal language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darumbal language Context triple: [Darumbal people, language, Darumbal language]
-
A.
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.
-
B.
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.
-
C.
Kaimbulawa language
The Kaimbulawa language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, as part of the Muna–Buton subgroup.
-
D.
Tubatulabal language
The Tubatulabal language is an endangered Uto-Aztecan language traditionally spoken by the Tubatulabal people of the southern Sierra Nevada region in California.
-
E.
Tiwi language
Tiwi language is an Australian Aboriginal language spoken by the Tiwi people of the Tiwi Islands, known for its complex morphology and relative isolation from other language families.
- 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: Darumbal language Triple: [Darumbal people, language, Darumbal language]
Generated description
The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darumbal language Target entity description: The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
-
A.
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.
-
B.
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.
-
C.
Kaimbulawa language
The Kaimbulawa language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, as part of the Muna–Buton subgroup.
-
D.
Tubatulabal language
The Tubatulabal language is an endangered Uto-Aztecan language traditionally spoken by the Tubatulabal people of the southern Sierra Nevada region in California.
-
E.
Tiwi language
Tiwi language is an Australian Aboriginal language spoken by the Tiwi people of the Tiwi Islands, known for its complex morphology and relative isolation from other language families.
- 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3baf57c8190b72b5d1b910d9db6 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4883dc5408190a6e7e110acf03a15 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48b3c360c8190a9851b8f5f639bef |
completed | March 13, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4af2032188190b29939d5dc19ccd1 |
completed | March 14, 2026, 12:43 a.m. |
Created at: March 8, 2026, 3:24 p.m.