Triple
T7060828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamazight |
E164210
|
entity |
| Predicate | hasVariety |
P455
|
FINISHED |
| Object |
Mzab-Wargla
Mzab-Wargla is a Zenati Berber (Tamazight) language variety spoken primarily in the Mzab and Ouargla regions of Algeria.
|
E638326
|
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: Mzab-Wargla | Statement: [Tamazight, hasVariety, Mzab-Wargla]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mzab-Wargla Context triple: [Tamazight, hasVariety, Mzab-Wargla]
-
A.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
-
B.
Akbou
Akbou is a significant urban center in the Kabylie region of northern Algeria, known for its role as a local economic and cultural hub.
-
C.
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.
-
D.
Tachelhit
Tachelhit is a Berber (Amazigh) language spoken primarily in southwestern Morocco, especially in the Souss region and the High Atlas mountains.
-
E.
Bou Craa
Bou Craa is a major phosphate-mining site in Western Sahara known for its vast reserves and the long conveyor belt transporting ore to the coast.
- 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: Mzab-Wargla Triple: [Tamazight, hasVariety, Mzab-Wargla]
Generated description
Mzab-Wargla is a Zenati Berber (Tamazight) language variety spoken primarily in the Mzab and Ouargla regions of Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mzab-Wargla Target entity description: Mzab-Wargla is a Zenati Berber (Tamazight) language variety spoken primarily in the Mzab and Ouargla regions of Algeria.
-
A.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
-
B.
Akbou
Akbou is a significant urban center in the Kabylie region of northern Algeria, known for its role as a local economic and cultural hub.
-
C.
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.
-
D.
Tachelhit
Tachelhit is a Berber (Amazigh) language spoken primarily in southwestern Morocco, especially in the Souss region and the High Atlas mountains.
-
E.
Bou Craa
Bou Craa is a major phosphate-mining site in Western Sahara known for its vast reserves and the long conveyor belt transporting ore to the coast.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e459de348190912cd5326fb8bee0 |
completed | March 27, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788af20cc819084542035410aafbd |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c78968b8588190b26afb5fe1a976db |
completed | March 28, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78a520b4081908b4822fb55c3dab9 |
completed | March 28, 2026, 7:59 a.m. |
Created at: March 27, 2026, 2:38 p.m.