Triple
T19521924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rif tribes |
E488421
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Ait Touzine
Ait Touzine is a Berber tribal group from Morocco’s Rif region, known as one of the constituent tribes of the broader Rif tribal confederation.
|
E1394655
|
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: Ait Touzine | Statement: [Rif tribes, hasSubgroup, Ait Touzine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ait Touzine Context triple: [Rif tribes, hasSubgroup, Ait Touzine]
-
A.
Ouled Teima
Ouled Teima is a town in the Souss-Massa region of southwestern Morocco known for its agricultural activity and proximity to Agadir.
-
B.
Sidi Alouane
Sidi Alouane is a town in eastern Tunisia situated within the coastal Mahdia Governorate.
-
C.
Ouled Berhil
Ouled Berhil is a town in southwestern Morocco known as a local commercial and agricultural center within the Souss-Massa region.
-
D.
Aït Bouaddou
Aït Bouaddou is a town and commune in northern Algeria’s Kabylie region, known for its Berber (Amazigh) cultural heritage and mountainous surroundings.
-
E.
Ghardimaou
Ghardimaou is a town in northwestern Tunisia near the Algerian border, known as a regional transport and agricultural center.
- 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: Ait Touzine Triple: [Rif tribes, hasSubgroup, Ait Touzine]
Generated description
Ait Touzine is a Berber tribal group from Morocco’s Rif region, known as one of the constituent tribes of the broader Rif tribal confederation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ait Touzine Target entity description: Ait Touzine is a Berber tribal group from Morocco’s Rif region, known as one of the constituent tribes of the broader Rif tribal confederation.
-
A.
Ouled Teima
Ouled Teima is a town in the Souss-Massa region of southwestern Morocco known for its agricultural activity and proximity to Agadir.
-
B.
Sidi Alouane
Sidi Alouane is a town in eastern Tunisia situated within the coastal Mahdia Governorate.
-
C.
Ouled Berhil
Ouled Berhil is a town in southwestern Morocco known as a local commercial and agricultural center within the Souss-Massa region.
-
D.
Aït Bouaddou
Aït Bouaddou is a town and commune in northern Algeria’s Kabylie region, known for its Berber (Amazigh) cultural heritage and mountainous surroundings.
-
E.
Ghardimaou
Ghardimaou is a town in northwestern Tunisia near the Algerian border, known as a regional transport and agricultural center.
- 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_69d8e8da8bec819081f400199491ccc3 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e635a0b37c8190b70b7427c2e85f59 |
completed | April 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd4c2de48190843b04b1a1eeaa8f |
completed | May 16, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_6a07bde28e848190aaa9c4a06b31bdb6 |
completed | May 16, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bed4c8d8819094fafce7eee69ee7 |
completed | May 16, 2026, 12:48 a.m. |
Created at: April 10, 2026, 1:40 p.m.