Triple

T19687571
Position Surface form Disambiguated ID Type / Status
Subject Central Morocco E472751 entity
Predicate containsCity P294 FINISHED
Object Azilal
Azilal is a town in central Morocco known as a gateway to the Atlas Mountains and nearby natural attractions such as waterfalls and hiking areas.
 E1445620 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: Azilal | Statement: [Central Morocco, containsCity, Azilal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Azilal
Context triple: [Central Morocco, containsCity, Azilal]
  • A. Azrou
    Azrou is a small Moroccan town in the Middle Atlas mountains, known for its cedar forests, Berber culture, and nearby Barbary macaque populations.
  • B. Taounate
    Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
  • C. Tiznit
    Tiznit is a historic town in southern Morocco known for its traditional silver jewelry craftsmanship and fortified old medina.
  • 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. Errachidia
    Errachidia is a city in eastern Morocco that serves as an administrative and commercial hub for the surrounding desert and oasis regions.
  • 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: Azilal
Triple: [Central Morocco, containsCity, Azilal]
Generated description
Azilal is a town in central Morocco known as a gateway to the Atlas Mountains and nearby natural attractions such as waterfalls and hiking areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Azilal
Target entity description: Azilal is a town in central Morocco known as a gateway to the Atlas Mountains and nearby natural attractions such as waterfalls and hiking areas.
  • A. Azrou
    Azrou is a small Moroccan town in the Middle Atlas mountains, known for its cedar forests, Berber culture, and nearby Barbary macaque populations.
  • B. Taounate
    Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
  • C. Tiznit
    Tiznit is a historic town in southern Morocco known for its traditional silver jewelry craftsmanship and fortified old medina.
  • 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. Errachidia
    Errachidia is a city in eastern Morocco that serves as an administrative and commercial hub for the surrounding desert and oasis regions.
  • 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_69d8e515bef88190bc30781aea50537a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6420d39688190ad3a84dbffce4ffe completed April 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7c569a481909b595b0517fbee7d completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d902cab481908d0a7b28699a2031 completed May 16, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_6a08d9693acc8190acc75cbbf06b62da completed May 16, 2026, 8:54 p.m.
Created at: April 10, 2026, 1:45 p.m.