Triple

T22477129

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ghadamis	`E555661`	entity
Predicate	traditionalLanguage	`P6149`	FINISHED
Object	Ghadamès Berber	`—`	NE NERFINISHED

How this triple was built (3 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: Ghadamès Berber | Statement: [Ghadamis, traditionalLanguage, Ghadamès Berber]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ghadamès Berber
Context triple: [Ghadamis, traditionalLanguage, Ghadamès Berber]

A. Nafusi Berber
Nafusi Berber is a Berber (Amazigh) language variety traditionally spoken by the indigenous Amazigh communities of the Nafusa Mountains region in western Libya.
B. Siwa Berber
Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
C. Ghadamès
Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
D. Kutama Berbers
The Kutama Berbers were a powerful Berber tribal confederation from the Kabylie region of North Africa that played a decisive role in the rise of the Fatimid Caliphate.
E. El-Ouali
El-Ouali was the founding leader of the Sahrawi nationalist movement and first secretary-general of the Polisario Front, central to the Western Sahara independence struggle in the 1970s.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ghadamès Berber
Target entity description: Ghadamès Berber is a Zenati Berber language variety spoken by the inhabitants of the oasis town of Ghadamès in western Libya.

A. Nafusi Berber
Nafusi Berber is a Berber (Amazigh) language variety traditionally spoken by the indigenous Amazigh communities of the Nafusa Mountains region in western Libya.
B. Siwa Berber
Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
C. Ghadamès
Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
D. Kutama Berbers
The Kutama Berbers were a powerful Berber tribal confederation from the Kabylie region of North Africa that played a decisive role in the rise of the Fatimid Caliphate.
E. El-Ouali
El-Ouali was the founding leader of the Sahrawi nationalist movement and first secretary-general of the Polisario Front, central to the Western Sahara independence struggle in the 1970s.
F. None of above. chosen

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_69e11e52c2048190952dc5df209b9bed`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f15be48cec8190baff90f8566a85d0`	completed	April 29, 2026, 1:16 a.m.

Created at: April 16, 2026, 8:49 p.m.