Triple

T5309492
Position Surface form Disambiguated ID Type / Status
Subject Beni Mellal E118986 entity
Predicate hasNearbyPlace P3449 FINISHED
Object Kasbah Ras El Ain
Kasbah Ras El Ain is a historic fortress overlooking the city of Beni Mellal in central Morocco, known for its panoramic views and traditional Moroccan architecture.
 E511230 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: Kasbah Ras El Ain | Statement: [Beni Mellal, hasNearbyPlace, Kasbah Ras El Ain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kasbah Ras El Ain
Context triple: [Beni Mellal, hasNearbyPlace, Kasbah Ras El Ain]
  • A. Kasbah Bel-Kush
    Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
  • B. Kasbah Taourirt
    Kasbah Taourirt is a historic fortified palace complex in Ouarzazate, Morocco, renowned for its traditional earthen architecture and role as a former residence of the powerful Glaoui family.
  • C. Dar El Makhzen
    Dar El Makhzen is the historic royal palace complex in Meknes, Morocco, once serving as a principal residence of the Alaouite sultans.
  • D. Cité El Khadra
    Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
  • E. Chtouka Aït Baha
    Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
  • 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: Kasbah Ras El Ain
Triple: [Beni Mellal, hasNearbyPlace, Kasbah Ras El Ain]
Generated description
Kasbah Ras El Ain is a historic fortress overlooking the city of Beni Mellal in central Morocco, known for its panoramic views and traditional Moroccan architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kasbah Ras El Ain
Target entity description: Kasbah Ras El Ain is a historic fortress overlooking the city of Beni Mellal in central Morocco, known for its panoramic views and traditional Moroccan architecture.
  • A. Kasbah Bel-Kush
    Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
  • B. Kasbah Taourirt
    Kasbah Taourirt is a historic fortified palace complex in Ouarzazate, Morocco, renowned for its traditional earthen architecture and role as a former residence of the powerful Glaoui family.
  • C. Dar El Makhzen
    Dar El Makhzen is the historic royal palace complex in Meknes, Morocco, once serving as a principal residence of the Alaouite sultans.
  • D. Cité El Khadra
    Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
  • E. Chtouka Aït Baha
    Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
  • 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_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_69bf188988688190b4b08b5e0cda8cf5 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf18f90d9081908a47e69e82ed2940 completed March 21, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69bf195e7be88190a7655d18471b1662 completed March 21, 2026, 10:19 p.m.
Created at: March 20, 2026, 1:53 p.m.