Triple
T21500421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Misumalpan languages |
E530459
|
entity |
| Predicate | hasLivingLanguage |
P20092
|
FINISHED |
| Object | Ulwa language |
—
|
NE NERFINISHED |
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: Ulwa language | Statement: [Misumalpan languages, hasLivingLanguage, Ulwa language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulwa language Context triple: [Misumalpan languages, hasLivingLanguage, Ulwa language]
-
A.
Ulwa language
chosen
The Ulwa language is an indigenous Misumalpan language spoken by the Ulwa people of eastern Nicaragua, known for its complex verb morphology and endangered status.
-
B.
Wonnarua language
Wonnarua language is an Australian Aboriginal language traditionally spoken by the Wonnarua people of the Hunter Valley region in New South Wales.
-
C.
Awabakal language
Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
-
D.
Wunambal language
Wunambal language is an Aboriginal Australian language traditionally spoken by the Wunambal people of the Kimberley region in Western Australia.
-
E.
Yuwaalaraay language
The Yuwaalaraay language is an Australian Aboriginal language of the Pama–Nyungan family traditionally spoken in northern New South Wales, closely associated with the Yuwaalaraay people and their culture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c45bd15481909fba5910765cdda2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea5ae154819090299773b373b921 |
completed | April 23, 2026, 9:46 a.m. |
Created at: April 16, 2026, 6:24 p.m.