Triple
T8370132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamajeq |
E197431
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
Azawagh Tamajeq
Azawagh Tamajeq is a regional variety of the Tuareg Tamajeq language spoken by communities in the Azawagh area of the Sahara.
|
E727096
|
NE FINISHED |
How this triple was built (4 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: Azawagh Tamajeq | Statement: [Tamajeq, hasDialect, Azawagh Tamajeq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azawagh Tamajeq Context triple: [Tamajeq, hasDialect, Azawagh Tamajeq]
-
A.
El Haouaria
El Haouaria is a coastal town in northeastern Tunisia known for its strategic location at the tip of the Cap Bon peninsula and its traditional falconry.
-
B.
Zouerate
Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
-
C.
Tindouf
Tindouf is a remote town in southwestern Algeria known as the base of the Polisario Front and the site of large Sahrawi refugee camps.
-
D.
Emirate of Laghouat
The Emirate of Laghouat was a pre-colonial North African polity centered on the oasis town of Laghouat in present-day Algeria, known for its resistance to French expansion in the 19th century.
-
E.
Soussa
Soussa is an alternative name for Sousse, a major historic port city on Tunisia’s eastern Mediterranean coast known for its medina and tourism.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Azawagh Tamajeq Triple: [Tamajeq, hasDialect, Azawagh Tamajeq]
Generated description
Azawagh Tamajeq is a regional variety of the Tuareg Tamajeq language spoken by communities in the Azawagh area of the Sahara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azawagh Tamajeq Target entity description: Azawagh Tamajeq is a regional variety of the Tuareg Tamajeq language spoken by communities in the Azawagh area of the Sahara.
-
A.
El Haouaria
El Haouaria is a coastal town in northeastern Tunisia known for its strategic location at the tip of the Cap Bon peninsula and its traditional falconry.
-
B.
Zouerate
Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
-
C.
Tindouf
Tindouf is a remote town in southwestern Algeria known as the base of the Polisario Front and the site of large Sahrawi refugee camps.
-
D.
Emirate of Laghouat
The Emirate of Laghouat was a pre-colonial North African polity centered on the oasis town of Laghouat in present-day Algeria, known for its resistance to French expansion in the 19th century.
-
E.
Soussa
Soussa is an alternative name for Sousse, a major historic port city on Tunisia’s eastern Mediterranean coast known for its medina and tourism.
- F. None of above. chosen
Provenance (5 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a400888190bef114052f3c4f76 |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc79752b48190933ea644a59f2305 |
completed | April 2, 2026, 1:34 a.m. |
| NEDg | Description generation | batch_69cdcc88ee7881909c81d55a5354cbae |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdcd366df88190aefa4fe9d5d470e6 |
completed | April 2, 2026, 1:58 a.m. |
Created at: March 30, 2026, 6:01 p.m.