Triple
T9366000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batna Province |
E225399
|
entity |
| Predicate | hasCulturalGroup |
P1439
|
FINISHED |
| Object |
Chaoui Amazigh
Chaoui Amazigh are an Amazigh (Berber) ethnic group of the Aurès region in northeastern Algeria, known for their distinct Chaouia language and mountain-based cultural traditions.
|
E795348
|
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: Chaoui Amazigh | Statement: [Batna Province, hasCulturalGroup, Chaoui Amazigh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaoui Amazigh Context triple: [Batna Province, hasCulturalGroup, Chaoui Amazigh]
-
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.
M’Hamid El Ghizlane
M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
-
C.
Rachida Brakni
Rachida Brakni is a French actress and former member of the Comédie-Française, known for her acclaimed work in film, television, and theater.
-
D.
Boudriaa Ben Yadjis
Boudriaa Ben Yadjis is a town and commune located in Jijel Province in northeastern Algeria.
-
E.
Omar Ben Hassen
Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
- 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: Chaoui Amazigh Triple: [Batna Province, hasCulturalGroup, Chaoui Amazigh]
Generated description
Chaoui Amazigh are an Amazigh (Berber) ethnic group of the Aurès region in northeastern Algeria, known for their distinct Chaouia language and mountain-based cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaoui Amazigh Target entity description: Chaoui Amazigh are an Amazigh (Berber) ethnic group of the Aurès region in northeastern Algeria, known for their distinct Chaouia language and mountain-based cultural traditions.
-
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.
M’Hamid El Ghizlane
M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
-
C.
Rachida Brakni
Rachida Brakni is a French actress and former member of the Comédie-Française, known for her acclaimed work in film, television, and theater.
-
D.
Boudriaa Ben Yadjis
Boudriaa Ben Yadjis is a town and commune located in Jijel Province in northeastern Algeria.
-
E.
Omar Ben Hassen
Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
- 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_69ca842cbddc819099d71ecec48cf9e5 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd5041261c81909edab3b7fcd1fe22 |
completed | April 1, 2026, 5:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3fbe7d481909712531d907b77d8 |
completed | April 4, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69d0f51f8ae88190a15d2e521449c8b5 |
completed | April 4, 2026, 11:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f5d543a48190b9f25d4316664f04 |
completed | April 4, 2026, 11:28 a.m. |
Created at: March 30, 2026, 7:43 p.m.