Triple
T3922925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M’zab region |
E93202
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Ibadi Berbers
Ibadi Berbers are a North African Berber Muslim community adhering to the Ibadi branch of Islam, known for their distinctive religious traditions, communal organization, and historic settlements in desert oases.
|
E6842
|
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: Ibadi Berbers | Statement: [M’zab region, foundedBy, Ibadi Berbers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ibadi Berbers Context triple: [M’zab region, foundedBy, Ibadi Berbers]
-
A.
Berbers
The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
-
B.
Hassaniya-speaking Moors
Hassaniya-speaking Moors are an Arab-Berber ethno-linguistic group of the western Sahara and Sahel whose identity is closely tied to the Hassaniya Arabic dialect and a historically nomadic, desert-based culture.
-
C.
Muslim Moors
Muslim Moors are a Muslim ethnic community of Arab and local descent primarily found in Sri Lanka, historically known for their role in trade and cultural exchange.
-
D.
Hadramites
The Hadramites were an ancient people of the Hadramawt region in southern Arabia, known for their participation in the incense trade and their distinctive South Arabian culture and kingdom.
-
E.
Sami people
The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
- 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: Ibadi Berbers Triple: [M’zab region, foundedBy, Ibadi Berbers]
Generated description
Ibadi Berbers are a North African Berber Muslim community adhering to the Ibadi branch of Islam, known for their distinctive religious traditions, communal organization, and historic settlements in desert oases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ibadi Berbers Target entity description: Ibadi Berbers are a North African Berber Muslim community adhering to the Ibadi branch of Islam, known for their distinctive religious traditions, communal organization, and historic settlements in desert oases.
-
A.
Berbers
chosen
The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
-
B.
Hassaniya-speaking Moors
Hassaniya-speaking Moors are an Arab-Berber ethno-linguistic group of the western Sahara and Sahel whose identity is closely tied to the Hassaniya Arabic dialect and a historically nomadic, desert-based culture.
-
C.
Muslim Moors
Muslim Moors are a Muslim ethnic community of Arab and local descent primarily found in Sri Lanka, historically known for their role in trade and cultural exchange.
-
D.
Hadramites
The Hadramites were an ancient people of the Hadramawt region in southern Arabia, known for their participation in the incense trade and their distinctive South Arabian culture and kingdom.
-
E.
Sami people
The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
- F. None of above.
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_69aed96bfa1081908f7b30f2c647dee6 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeed7c2c848190a6d62e2df9b942d4 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52870268881908463e30c11cda797 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b52c3d0c0481909e869cf88e3f8a9d |
completed | March 14, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52cb30f5c819095ac6e101a14b880 |
completed | March 14, 2026, 9:38 a.m. |
Created at: March 9, 2026, 3:22 p.m.