Triple
T15769302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gumatj Corporation |
E382307
|
entity |
| Predicate | purpose |
P79
|
FINISHED |
| Object |
deliver services to Gumatj community
Deliver services to Gumatj community refers to the mission of providing social, economic, and cultural support programs tailored to the needs of the Gumatj people in Arnhem Land, Australia.
|
E1174828
|
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: deliver services to Gumatj community | Statement: [Gumatj Corporation, purpose, deliver services to Gumatj community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: deliver services to Gumatj community Context triple: [Gumatj Corporation, purpose, deliver services to Gumatj community]
-
A.
Darumbal Community Youth Service
Darumbal Community Youth Service is an Indigenous community organisation that supports and advocates for Darumbal young people and their families in Central Queensland.
-
B.
Punmu Aboriginal community
Punmu Aboriginal community is a remote Indigenous settlement in Western Australia that is home to Martu people and serves as a cultural and residential hub on their traditional lands.
-
C.
Ngarrindjeri Yarluwar-Ruwe Program
The Ngarrindjeri Yarluwar-Ruwe Program is an Indigenous-led initiative focused on caring for and managing Ngarrindjeri lands and waters through culturally grounded environmental and cultural heritage practices.
-
D.
Koori community health services
Koori community health services are culturally specific healthcare and support organizations that provide medical, social, and wellbeing services tailored to the needs of Aboriginal Koori communities in Australia.
-
E.
Parnngurr Aboriginal community
Parnngurr Aboriginal community is a remote Indigenous settlement in Western Australia closely associated with the Martu people and their traditional lands in the Western Desert.
- 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: deliver services to Gumatj community Triple: [Gumatj Corporation, purpose, deliver services to Gumatj community]
Generated description
Deliver services to Gumatj community refers to the mission of providing social, economic, and cultural support programs tailored to the needs of the Gumatj people in Arnhem Land, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: deliver services to Gumatj community Target entity description: Deliver services to Gumatj community refers to the mission of providing social, economic, and cultural support programs tailored to the needs of the Gumatj people in Arnhem Land, Australia.
-
A.
Darumbal Community Youth Service
Darumbal Community Youth Service is an Indigenous community organisation that supports and advocates for Darumbal young people and their families in Central Queensland.
-
B.
Punmu Aboriginal community
Punmu Aboriginal community is a remote Indigenous settlement in Western Australia that is home to Martu people and serves as a cultural and residential hub on their traditional lands.
-
C.
Ngarrindjeri Yarluwar-Ruwe Program
The Ngarrindjeri Yarluwar-Ruwe Program is an Indigenous-led initiative focused on caring for and managing Ngarrindjeri lands and waters through culturally grounded environmental and cultural heritage practices.
-
D.
Koori community health services
Koori community health services are culturally specific healthcare and support organizations that provide medical, social, and wellbeing services tailored to the needs of Aboriginal Koori communities in Australia.
-
E.
Parnngurr Aboriginal community
Parnngurr Aboriginal community is a remote Indigenous settlement in Western Australia closely associated with the Martu people and their traditional lands in the Western Desert.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e051962fe08190a6201dd48196a9ee |
completed | April 16, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff877a67008190b05f879d05876fd3 |
completed | May 9, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_69ff88430cb88190994039da4d3ce247 |
completed | May 9, 2026, 7:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff88aca9b08190ab2b687dd17d0845 |
completed | May 9, 2026, 7:19 p.m. |
Created at: April 10, 2026, 4:47 a.m.