Triple
T3655716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darumbal people |
E77524
|
entity |
| Predicate | hasClan |
P1915
|
FINISHED |
| Object |
Raki-warra
Raki-warra is a traditional clan group of the Darumbal Aboriginal people of central Queensland, Australia.
|
E377696
|
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: Raki-warra | Statement: [Darumbal people, hasClan, Raki-warra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raki-warra Context triple: [Darumbal people, hasClan, Raki-warra]
-
A.
Tjukurpa
Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
-
B.
Murrurundi
Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
-
C.
Bekwarra
Bekwarra is a notable town and local government area in southeastern Nigeria, recognized for its predominantly agrarian community and cultural heritage within Cross River State.
-
D.
Matangi
Matangi is the third studio album by British-Sri Lankan artist M.I.A., blending experimental electronic, hip hop, and world music influences with politically charged and spiritual themes.
-
E.
Yamba
Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
- 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: Raki-warra Triple: [Darumbal people, hasClan, Raki-warra]
Generated description
Raki-warra is a traditional clan group of the Darumbal Aboriginal people of central Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raki-warra Target entity description: Raki-warra is a traditional clan group of the Darumbal Aboriginal people of central Queensland, Australia.
-
A.
Tjukurpa
Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
-
B.
Murrurundi
Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
-
C.
Bekwarra
Bekwarra is a notable town and local government area in southeastern Nigeria, recognized for its predominantly agrarian community and cultural heritage within Cross River State.
-
D.
Matangi
Matangi is the third studio album by British-Sri Lankan artist M.I.A., blending experimental electronic, hip hop, and world music influences with politically charged and spiritual themes.
-
E.
Yamba
Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
- 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.