Triple
T6892501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pama–Nyungan languages |
E159080
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Desert languages |
E295953
|
NE FINISHED |
How this triple was built (2 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: Desert languages | Statement: [Pama–Nyungan languages, hasSubgroup, Desert languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Desert languages Context triple: [Pama–Nyungan languages, hasSubgroup, Desert languages]
-
A.
Western Desert language
chosen
Western Desert language is a large group of closely related Australian Aboriginal languages spoken across central and western Australia, including varieties such as Yankunytjatjara and Pitjantjatjara.
-
B.
Khasic languages
The Khasic languages are a branch of the Austroasiatic language family spoken primarily in northeastern India, notably including Khasi, the major language of Meghalaya.
-
C.
Saharan languages
Saharan languages are a branch of the Nilo-Saharan language family spoken mainly across the central Sahara and Sahel regions of Africa.
-
D.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
E.
Dargic languages
Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6883568c8819081db6407e892cccc |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d930ab548190953291d63cbc721b |
completed | March 27, 2026, 7:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748d625908190b3b1f7cfe6360016 |
completed | March 28, 2026, 3:19 a.m. |
Created at: March 27, 2026, 2:24 p.m.