Triple
T2392297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morona-Santiago Province |
E48969
|
entity |
| Predicate | hasIndigenousLanguage |
P4185
|
FINISHED |
| Object | Shuar language |
E256706
|
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: Shuar language | Statement: [Morona-Santiago Province, hasIndigenousLanguage, Shuar language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shuar language Context triple: [Morona-Santiago Province, hasIndigenousLanguage, Shuar language]
-
A.
Shuar language
chosen
The Shuar language is a Jivaroan language spoken by the Shuar people of the Ecuadorian and Peruvian Amazon, known for its rich oral tradition and cultural significance in the region.
-
B.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
C.
Shawiya language
The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
-
D.
Shabo language
Shabo language is a highly endangered and poorly documented language spoken by a small community in southwestern Ethiopia, often considered a linguistic isolate with uncertain genetic affiliation.
-
E.
Saluan language
The Saluan language is an Austronesian language spoken by the Saluan people of central and eastern Sulawesi, Indonesia.
- 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_69a88aa5f63081908d07fd302029fcbd |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc87587708190a7f2bc473a898bc2 |
completed | March 7, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3d7b4908190a87dd33316d2d725 |
completed | March 9, 2026, 11:49 a.m. |
Created at: March 4, 2026, 7:57 p.m.