Triple

T22017478
Position Surface form Disambiguated ID Type / Status
Subject Moulouya River basin E543749 entity
Predicate flowsThroughRegion P285 FINISHED
Object Béni Mellal-Khénifra region of Morocco — NE NERFINISHED

How this triple was built (2 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 of Morocco | Statement: [Moulouya River basin, flowsThroughRegion, Béni Mellal-Khénifra region of Morocco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Béni Mellal-Khénifra region of Morocco
Context triple: [Moulouya River basin, flowsThroughRegion, Béni Mellal-Khénifra region of Morocco]
  • A. Béni Mellal-Khénifra region chosen
    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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c4e0088190a5241d1b87d746da completed April 28, 2026, 9:33 p.m.
Created at: April 16, 2026, 8:23 p.m.