Triple

T869808
Position Surface form Disambiguated ID Type / Status
Subject Toubkal E18784 entity
Predicate locatedIn P40 FINISHED
Object 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.
E105143 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: Marrakesh-Safi region | Statement: [Toubkal, locatedIn, Marrakesh-Safi region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marrakesh-Safi region
Context triple: [Toubkal, locatedIn, Marrakesh-Safi region]
  • A. 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.
  • B. Rabat-Salé-Kénitra region
    Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
  • 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. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • E. Timbuktu Region
    Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
  • 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: Marrakesh-Safi region
Triple: [Toubkal, locatedIn, Marrakesh-Safi region]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marrakesh-Safi region
Target entity description: 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.
  • A. 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.
  • B. Rabat-Salé-Kénitra region
    Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
  • 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. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • E. Timbuktu Region
    Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
  • 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_69a7c01af9608190b3b735c590024f03 completed March 4, 2026, 5:16 a.m.
NEDg Description generation batch_69a7c093095c8190b526600235593cf3 completed March 4, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69a7c0e363a48190abae0ce6045c6752 completed March 4, 2026, 5:19 a.m.
Created at: March 1, 2026, 7:39 p.m.