Triple
T17065978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nafusi Berber |
E414089
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Amazigh languages of Libya |
E4254
|
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: Amazigh languages of Libya | Statement: [Nafusi Berber, partOf, Amazigh languages of Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amazigh languages of Libya Context triple: [Nafusi Berber, partOf, Amazigh languages of Libya]
-
A.
Awjila Berber language
Awjila Berber is an endangered Eastern Berber language once spoken in the oasis town of Awjila in eastern Libya, notable for its archaic features and limited documentation.
-
B.
Berber languages
chosen
The Berber languages are a group of closely related Afroasiatic languages traditionally spoken by the Indigenous Amazigh peoples of North Africa, particularly in countries such as Morocco, Algeria, Libya, and Tunisia.
-
C.
Ghadamès Berber language
Ghadamès Berber language is a highly endangered Berber (Amazigh) language spoken by the inhabitants of the oasis town of Ghadamès in western Libya, noted for its archaic features within the Berber language family.
-
D.
Libyco-Berber
Libyco-Berber is an ancient Berber (Amazigh) language and script used across North Africa, attested in numerous inscriptions such as those found at the archaeological site of Dougga in modern-day Tunisia.
-
E.
Tamazgha
Tamazgha is the name used by many Amazigh (Berber) people for the broader North African homeland where their communities and cultures are rooted.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3db8171348190ab68d2e4f05f7120 |
completed | April 18, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0123509e1481908cfc304b02fe8632 |
completed | May 11, 2026, 12:31 a.m. |
Created at: April 10, 2026, 5:34 a.m.