Triple
T4139614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Casablanca-Settat |
E89239
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Benslimane
Benslimane is a town and provincial capital in northwestern Morocco, known for its forests and proximity to Casablanca.
|
E483488
|
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: Benslimane | Statement: [Casablanca-Settat, contains, Benslimane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benslimane Context triple: [Casablanca-Settat, contains, Benslimane]
-
A.
Berrechid
Berrechid is a rapidly growing city in northwestern Morocco known as an important agricultural and industrial hub within the Casablanca-Settat region.
-
B.
Larache
Larache is a coastal city in northwestern Morocco, situated along the Atlantic Ocean and known for its historic medina and nearby ancient Phoenician-Roman archaeological site of Lixus.
-
C.
Beni Mellal
Beni Mellal is a major city in central Morocco known for its agricultural importance and its location at the foot of the Middle Atlas mountains.
-
D.
Oujda
Oujda is a major city in northeastern Morocco near the Algerian border, known as an important commercial and cultural center of the region.
-
E.
Boulemane
Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
- 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: Benslimane Triple: [Casablanca-Settat, contains, Benslimane]
Generated description
Benslimane is a town and provincial capital in northwestern Morocco, known for its forests and proximity to Casablanca.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benslimane Target entity description: Benslimane is a town and provincial capital in northwestern Morocco, known for its forests and proximity to Casablanca.
-
A.
Berrechid
Berrechid is a rapidly growing city in northwestern Morocco known as an important agricultural and industrial hub within the Casablanca-Settat region.
-
B.
Larache
Larache is a coastal city in northwestern Morocco, situated along the Atlantic Ocean and known for its historic medina and nearby ancient Phoenician-Roman archaeological site of Lixus.
-
C.
Beni Mellal
Beni Mellal is a major city in central Morocco known for its agricultural importance and its location at the foot of the Middle Atlas mountains.
-
D.
Oujda
Oujda is a major city in northeastern Morocco near the Algerian border, known as an important commercial and cultural center of the region.
-
E.
Boulemane
Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
- 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_69aed95785788190ae75bcf0cd1cafdf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02485a788190ba6ee769e663b2d3 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be819b434c8190a33d45dcbec81a34 |
completed | March 21, 2026, 11:31 a.m. |
| NEDg | Description generation | batch_69be829895cc81908791dd9ea3de1b78 |
completed | March 21, 2026, 11:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be86bd48f0819095079d1a137b3dcc |
completed | March 21, 2026, 11:53 a.m. |
Created at: March 9, 2026, 3:43 p.m.