Triple

T14149972
Position Surface form Disambiguated ID Type / Status
Subject Laâyoune Province E350652 entity
Predicate governedAsPartOf P766 FINISHED
Object Laâyoune-Sakia El Hamra region
Laâyoune-Sakia El Hamra is an administrative region in southern Morocco that encompasses parts of the disputed Western Sahara territory and has Laâyoune as its principal city.
E350652 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: Laâyoune-Sakia El Hamra region | Statement: [Laâyoune Province, governedAsPartOf, Laâyoune-Sakia El Hamra region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laâyoune-Sakia El Hamra region
Context triple: [Laâyoune Province, governedAsPartOf, Laâyoune-Sakia El Hamra region]
  • A. Laâyoune Province
    Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
  • B. Guelmim-Oued Noun region
    Guelmim-Oued Noun is a region in southwestern Morocco known for its desert landscapes, oasis towns, and role as a gateway between the Atlas Mountains and the Sahara.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Laâyoune-Sakia El Hamra region
Triple: [Laâyoune Province, governedAsPartOf, Laâyoune-Sakia El Hamra region]
Generated description
Laâyoune-Sakia El Hamra is an administrative region in southern Morocco that encompasses parts of the disputed Western Sahara territory and has Laâyoune as its principal city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laâyoune-Sakia El Hamra region
Target entity description: Laâyoune-Sakia El Hamra is an administrative region in southern Morocco that encompasses parts of the disputed Western Sahara territory and has Laâyoune as its principal city.
  • A. Laâyoune Province chosen
    Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
  • B. Guelmim-Oued Noun region
    Guelmim-Oued Noun is a region in southwestern Morocco known for its desert landscapes, oasis towns, and role as a gateway between the Atlas Mountains and the Sahara.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6124e23481909e5132a40a1d8624 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd2802ba608190849313ff2661cd07 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2c4104c481908b09448870df0fb5 completed May 8, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cc71b248190aa78697c5bc397e6 completed May 8, 2026, 12:22 a.m.
Created at: April 10, 2026, 12:56 a.m.