Triple

T5363832
Position Surface form Disambiguated ID Type / Status
Subject Al Haouz Province E103082 entity
Predicate borders P224 FINISHED
Object Azilal Province
Azilal Province is an inland administrative region in central Morocco known for its mountainous landscapes, Berber villages, and proximity to the High Atlas.
 E524834 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 Province | Statement: [Al Haouz Province, borders, Azilal Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Azilal Province
Context triple: [Al Haouz Province, borders, Azilal Province]
  • A. Tiznit Province
    Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
  • B. Errachidia Province
    Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
  • C. 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.
  • D. Tinghir Province
    Tinghir Province is an administrative division in eastern Morocco known for its dramatic desert landscapes, palm oases, and the Todra Gorge.
  • E. Essaouira Province
    Essaouira Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city, beaches, and role within the Marrakesh-Safi region.
  • 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 Province
Triple: [Al Haouz Province, borders, Azilal Province]
Generated description
Azilal Province is an inland administrative region in central Morocco known for its mountainous landscapes, Berber villages, and proximity to the High Atlas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Azilal Province
Target entity description: Azilal Province is an inland administrative region in central Morocco known for its mountainous landscapes, Berber villages, and proximity to the High Atlas.
  • A. Tiznit Province
    Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
  • B. Errachidia Province
    Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
  • C. 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.
  • D. Tinghir Province
    Tinghir Province is an administrative division in eastern Morocco known for its dramatic desert landscapes, palm oases, and the Todra Gorge.
  • E. Essaouira Province
    Essaouira Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city, beaches, and role within the Marrakesh-Safi region.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865d42508190a1a96121674c1020 completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf7fd0a2c48190ba0c2e3259c3691f completed March 22, 2026, 5:36 a.m.
NEDg Description generation batch_69bf80e2f34081909bcc695e1b91e3ef completed March 22, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_69bf813985d881908801f1eee573c220 completed March 22, 2026, 5:42 a.m.
Created at: March 20, 2026, 2:02 p.m.