Triple

T5309469
Position Surface form Disambiguated ID Type / Status
Subject Beni Mellal E118986 entity
Predicate capitalOf P204 FINISHED
Object Beni Mellal Province
Beni Mellal Province is an administrative division in central Morocco known for its agricultural production and location at the foot of the Middle Atlas Mountains.
 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: Beni Mellal Province | Statement: [Beni Mellal, capitalOf, Beni Mellal Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beni Mellal Province
Context triple: [Beni Mellal, capitalOf, Beni Mellal Province]
  • A. 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.
  • B. Chtouka Aït Baha Province
    Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
  • 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. Al Haouz Province
    Al Haouz Province is an administrative region in central Morocco, in the Marrakesh-Safi area, known for encompassing part of the High Atlas Mountains including the Toubkal massif.
  • E. Laâyoune Province
    Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
  • 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: Beni Mellal Province
Triple: [Beni Mellal, capitalOf, Beni Mellal Province]
Generated description
Beni Mellal Province is an administrative division in central Morocco known for its agricultural production and location at the foot of the Middle Atlas Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beni Mellal Province
Target entity description: Beni Mellal Province is an administrative division in central Morocco known for its agricultural production and location at the foot of the Middle Atlas Mountains.
  • 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. Chtouka Aït Baha Province
    Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
  • 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. Al Haouz Province
    Al Haouz Province is an administrative region in central Morocco, in the Marrakesh-Safi area, known for encompassing part of the High Atlas Mountains including the Toubkal massif.
  • E. Laâyoune Province
    Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
  • F. None of above.

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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8532c26c819084f5b8de542cd309 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4114c120819098c2fcc7d1357441 completed March 22, 2026, 1:08 a.m.
NEDg Description generation batch_69bf41bdf374819099c1a8695ab1b9eb completed March 22, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69bf42164b6c8190900e22a748da7a69 completed March 22, 2026, 1:12 a.m.
Created at: March 20, 2026, 1:53 p.m.