Triple
T7134063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bouira Province |
E166260
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Aïn Bessem
Aïn Bessem is a town and commune in northern Algeria, located within the mountainous Kabylie region.
|
E669391
|
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: Aïn Bessem | Statement: [Bouira Province, hasSettlement, Aïn Bessem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aïn Bessem Context triple: [Bouira Province, hasSettlement, Aïn Bessem]
-
A.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
B.
Benslimane
Benslimane is a town and provincial capital in northwestern Morocco, known for its forests and proximity to Casablanca.
-
C.
Tahannaout
Tahannaout is a small town in central Morocco that serves as an administrative and market hub for the surrounding rural communities in the foothills of the High Atlas Mountains.
-
D.
Aïn El Hammam
Aïn El Hammam is a town in northern Algeria known for its mountainous Kabylie setting and Berber cultural heritage.
-
E.
Souk Ahras
Souk Ahras is a city in northeastern Algeria known as the modern site of ancient Thagaste, birthplace of Saint Augustine.
- 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: Aïn Bessem Triple: [Bouira Province, hasSettlement, Aïn Bessem]
Generated description
Aïn Bessem is a town and commune in northern Algeria, located within the mountainous Kabylie region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aïn Bessem Target entity description: Aïn Bessem is a town and commune in northern Algeria, located within the mountainous Kabylie region.
-
A.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
B.
Benslimane
Benslimane is a town and provincial capital in northwestern Morocco, known for its forests and proximity to Casablanca.
-
C.
Tahannaout
Tahannaout is a small town in central Morocco that serves as an administrative and market hub for the surrounding rural communities in the foothills of the High Atlas Mountains.
-
D.
Aïn El Hammam
Aïn El Hammam is a town in northern Algeria known for its mountainous Kabylie setting and Berber cultural heritage.
-
E.
Souk Ahras
Souk Ahras is a city in northeastern Algeria known as the modern site of ancient Thagaste, birthplace of Saint Augustine.
- 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_69c68884a9388190af42f90d1c1a7151 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e68f15bc8190a4d82b8ee388f497 |
completed | March 27, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c845d90b48819081280063dcaafad7 |
completed | March 28, 2026, 9:19 p.m. |
| NEDg | Description generation | batch_69c846b326088190b93a32c70bcc97ca |
completed | March 28, 2026, 9:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8479490688190bc56b5a21d779b18 |
completed | March 28, 2026, 9:26 p.m. |
Created at: March 27, 2026, 2:45 p.m.