Triple
T341326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbers |
E6842
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Chaoui
Chaoui refers to the Shawiya people, an Amazigh (Berber) ethnic group primarily inhabiting the Aurès Mountains region of northeastern Algeria, known for their distinct language and cultural traditions.
|
E44512
|
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 | Statement: [Berbers, hasSubgroup, Chaoui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaoui Context triple: [Berbers, hasSubgroup, Chaoui]
-
A.
Tadjoura
Tadjoura is a historic coastal town in Djibouti on the Gulf of Tadjoura, known as one of the country’s oldest settlements and a traditional trading hub.
-
B.
Algeria
Algeria is a large North African country on the Mediterranean coast, known for its vast Sahara Desert regions, rich history, and significant role in both colonial and post-colonial geopolitics.
-
C.
Tunisia
Tunisia is a North African country on the Mediterranean coast, known for its strategic location, ancient Carthaginian and Roman heritage, and role as a key battleground in World War II.
-
D.
Morocco
Morocco is a North African country known for its rich blend of Arab, Berber, and European cultural influences, historic cities like Marrakech and Fez, and diverse landscapes ranging from Atlantic coastlines to the Atlas Mountains and Sahara Desert.
-
E.
Kel Ajjer
Kel Ajjer is a prominent Tuareg confederation traditionally inhabiting the central Sahara region spanning parts of present-day Algeria and Libya.
- 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 Triple: [Berbers, hasSubgroup, Chaoui]
Generated description
Chaoui refers to the Shawiya people, an Amazigh (Berber) ethnic group primarily inhabiting the Aurès Mountains region of northeastern Algeria, known for their distinct language and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaoui Target entity description: Chaoui refers to the Shawiya people, an Amazigh (Berber) ethnic group primarily inhabiting the Aurès Mountains region of northeastern Algeria, known for their distinct language and cultural traditions.
-
A.
Tadjoura
Tadjoura is a historic coastal town in Djibouti on the Gulf of Tadjoura, known as one of the country’s oldest settlements and a traditional trading hub.
-
B.
Algeria
Algeria is a large North African country on the Mediterranean coast, known for its vast Sahara Desert regions, rich history, and significant role in both colonial and post-colonial geopolitics.
-
C.
Tunisia
Tunisia is a North African country on the Mediterranean coast, known for its strategic location, ancient Carthaginian and Roman heritage, and role as a key battleground in World War II.
-
D.
Morocco
Morocco is a North African country known for its rich blend of Arab, Berber, and European cultural influences, historic cities like Marrakech and Fez, and diverse landscapes ranging from Atlantic coastlines to the Atlas Mountains and Sahara Desert.
-
E.
Kel Ajjer
Kel Ajjer is a prominent Tuareg confederation traditionally inhabiting the central Sahara region spanning parts of present-day Algeria and Libya.
- 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_69a2e7951ba08190960e90823b5078f3 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eae611f88190955fbebe2b01835b |
completed | Feb. 28, 2026, 1:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3dd2ff66c8190a0e688e4f9baa5b4 |
completed | March 1, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69a3ddbbe7e08190ac167e158d19dbce |
completed | March 1, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3de3fef7c819082193eb7083175e1 |
completed | March 1, 2026, 6:35 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.