Triple
T5241991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khenifra |
E118364
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Béni Mellal-Khénifra region
Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
|
E514417
|
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: Béni Mellal-Khénifra region | Statement: [Khenifra, locatedIn, Béni Mellal-Khénifra region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Béni Mellal-Khénifra region Context triple: [Khenifra, locatedIn, Béni Mellal-Khénifra region]
-
A.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
B.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
C.
Casablanca-Settat region
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
D.
Fès-Meknès region
Fès-Meknès is an administrative region in north-central Morocco that includes the historic imperial cities of Fez and Meknès, known for their rich cultural heritage and traditional architecture.
-
E.
Guelmim-Oued Noun region
Guelmim-Oued Noun is a region in southwestern Morocco known for its desert landscapes, oasis towns, and role as a gateway between the Atlas Mountains and the Sahara.
- 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: Béni Mellal-Khénifra region Triple: [Khenifra, locatedIn, Béni Mellal-Khénifra region]
Generated description
Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Béni Mellal-Khénifra region Target entity description: Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
-
A.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
B.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
C.
Casablanca-Settat region
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
D.
Fès-Meknès region
Fès-Meknès is an administrative region in north-central Morocco that includes the historic imperial cities of Fez and Meknès, known for their rich cultural heritage and traditional architecture.
-
E.
Guelmim-Oued Noun region
Guelmim-Oued Noun is a region in southwestern Morocco known for its desert landscapes, oasis towns, and role as a gateway between the Atlas Mountains and the Sahara.
- 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b4c6fa8819099442b1b110e51fb |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21ab5bc481909a8f2f5d1aaeb111 |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf23fb1ce48190877eb58730d82b62 |
completed | March 21, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf245092b48190904e1a7b1e5923af |
completed | March 21, 2026, 11:05 p.m. |
Created at: March 20, 2026, 1:49 p.m.