Triple
T2950714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UNESCO Atlas of the World’s Languages in Danger |
E79812
|
entity |
| Predicate | usesClassification |
P6736
|
FINISHED |
| Object | UNESCO language endangerment scale |
E79812
|
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: UNESCO language endangerment scale | Statement: [UNESCO Atlas of the World’s Languages in Danger, usesClassification, UNESCO language endangerment scale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UNESCO language endangerment scale Context triple: [UNESCO Atlas of the World’s Languages in Danger, usesClassification, UNESCO language endangerment scale]
-
A.
UNESCO Atlas of the World’s Languages in Danger
chosen
The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
-
B.
Ethnologue
Ethnologue is a comprehensive reference work that catalogs and provides detailed information on the world’s known living languages.
-
C.
Glottolog
Glottolog is a comprehensive bibliographic and classification database of the world’s languages and dialects, maintained by linguists at the Max Planck Institute.
-
D.
Rote languages
Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in southeastern Indonesia.
-
E.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98fbb7d4819081c241f3ff9165e5 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc7edc808190863ec8f99efa3875 |
completed | March 11, 2026, 5:24 a.m. |
Created at: March 8, 2026, 2:57 p.m.