Triple

T869868
Position Surface form Disambiguated ID Type / Status
Subject Anti-Atlas E18785 entity
Predicate region P40 FINISHED
Object Souss-Massa
Souss-Massa is an administrative region in southwestern Morocco known for its Atlantic coastline, agricultural production, and proximity to the Anti-Atlas mountains.
E111363 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: Souss-Massa | Statement: [Anti-Atlas, region, Souss-Massa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Souss-Massa
Context triple: [Anti-Atlas, region, Souss-Massa]
  • A. 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.
  • B. southern Morocco
    Southern Morocco is a largely arid, sparsely populated region of Morocco characterized by desert landscapes, oases, and the foothills of the Atlas mountain ranges.
  • C. Ouarzazate region
    The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
  • D. Southwestern Morocco
    Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
  • 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. 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: Souss-Massa
Triple: [Anti-Atlas, region, Souss-Massa]
Generated description
Souss-Massa is an administrative region in southwestern Morocco known for its Atlantic coastline, agricultural production, and proximity to the Anti-Atlas mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Souss-Massa
Target entity description: Souss-Massa is an administrative region in southwestern Morocco known for its Atlantic coastline, agricultural production, and proximity to the Anti-Atlas mountains.
  • A. 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.
  • B. southern Morocco
    Southern Morocco is a largely arid, sparsely populated region of Morocco characterized by desert landscapes, oases, and the foothills of the Atlas mountain ranges.
  • C. Ouarzazate region
    The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
  • D. Southwestern Morocco
    Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
  • 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. 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac811e548190a72b7a10b5ea8665 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826d10188819085413db5a7f6bd11 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a85e2ed0a081908af18feccc669772 completed March 4, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69a85ef9bed48190991ab9048dba4678 completed March 4, 2026, 4:34 p.m.
Created at: March 1, 2026, 7:39 p.m.