Triple
T14306101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barkindji people |
E354699
|
entity |
| Predicate | relatedGroup |
P37
|
FINISHED |
| Object |
Malyangapa people
The Malyangapa people are an Aboriginal Australian group traditionally associated with the arid interior regions of far western New South Wales.
|
E1375747
|
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: Malyangapa people | Statement: [Barkindji people, relatedGroup, Malyangapa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malyangapa people Context triple: [Barkindji people, relatedGroup, Malyangapa people]
-
A.
Malngin people
The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
-
B.
Chambuli people
The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
-
C.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
D.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
E.
Anyuak people
The Anyuak people are a Nilotic ethnic group primarily living along the border regions of South Sudan and Ethiopia, known for their riverine agriculture, cattle herding, and distinct cultural traditions.
- 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: Malyangapa people Triple: [Barkindji people, relatedGroup, Malyangapa people]
Generated description
The Malyangapa people are an Aboriginal Australian group traditionally associated with the arid interior regions of far western New South Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malyangapa people Target entity description: The Malyangapa people are an Aboriginal Australian group traditionally associated with the arid interior regions of far western New South Wales.
-
A.
Malngin people
The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
-
B.
Chambuli people
The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
-
C.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
D.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
E.
Anyuak people
The Anyuak people are a Nilotic ethnic group primarily living along the border regions of South Sudan and Ethiopia, known for their riverine agriculture, cattle herding, and distinct cultural traditions.
- 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de85b156b0819083f2bd319deed1b6 |
completed | April 14, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733b28b808190a06ec86a6e2adb83 |
completed | May 15, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_6a073623e5a08190a5a7398ee9bc56b2 |
completed | May 15, 2026, 3:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073712f4048190831dddd875e82324 |
completed | May 15, 2026, 3:09 p.m. |
Created at: April 10, 2026, 1:12 a.m.