Triple
T13007283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bininj |
E322320
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Gunwinyguan languages
The Gunwinyguan languages are a group of Indigenous Australian languages spoken primarily in northern Arnhem Land, known for their complex verb morphology and significant cultural importance to their Aboriginal speaker communities.
|
E1015958
|
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: Gunwinyguan languages | Statement: [Bininj, languageFamily, Gunwinyguan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gunwinyguan languages Context triple: [Bininj, languageFamily, Gunwinyguan languages]
-
A.
Finisterre–Huon languages
The Finisterre–Huon languages are a major branch of Papuan languages spoken primarily in the Finisterre and Huon peninsulas of northeastern Papua New Guinea.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
C.
Alsean languages
The Alsean languages are an extinct group of Native American languages once spoken on the central Oregon coast, often classified within the proposed Oregon Penutian family.
-
D.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
E.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
- 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: Gunwinyguan languages Triple: [Bininj, languageFamily, Gunwinyguan languages]
Generated description
The Gunwinyguan languages are a group of Indigenous Australian languages spoken primarily in northern Arnhem Land, known for their complex verb morphology and significant cultural importance to their Aboriginal speaker communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gunwinyguan languages Target entity description: The Gunwinyguan languages are a group of Indigenous Australian languages spoken primarily in northern Arnhem Land, known for their complex verb morphology and significant cultural importance to their Aboriginal speaker communities.
-
A.
Finisterre–Huon languages
The Finisterre–Huon languages are a major branch of Papuan languages spoken primarily in the Finisterre and Huon peninsulas of northeastern Papua New Guinea.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
C.
Alsean languages
The Alsean languages are an extinct group of Native American languages once spoken on the central Oregon coast, often classified within the proposed Oregon Penutian family.
-
D.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
E.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
- 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_69d807657e8c8190bd9435ee2f823845 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e9b27ec8190815c40a05b9ba7d0 |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c10bb13481909650432d5c1f5872 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c381072c819080a9e92add50c780 |
completed | May 3, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c43f62c0819092c2f5090bf7fd51 |
completed | May 3, 2026, 3:42 a.m. |
Created at: April 9, 2026, 8:48 p.m.