Triple

T4736800
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh-Safi E105143 entity
Predicate previouslyPartlyContained P56295 FINISHED
Object Doukkala-Abda
Doukkala-Abda was a former administrative region of western Morocco, known for its Atlantic coastline, agricultural plains, and historic cities such as Safi and El Jadida.
 E467093 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: Doukkala-Abda | Statement: [Marrakesh-Safi, previouslyPartlyContained, Doukkala-Abda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doukkala-Abda
Context triple: [Marrakesh-Safi, previouslyPartlyContained, Doukkala-Abda]
  • A. Hamina
    Hamina is a coastal town and municipality in southeastern Finland known for its historic star-shaped fortress and strategic location on the Gulf of Finland.
  • B. Settat
    Settat is a city in western Morocco located between Casablanca and Marrakech, known as a regional agricultural and commercial center.
  • C. Nador
    Nador is a coastal city in northeastern Morocco known as an important commercial and fishing port on the Mediterranean.
  • D. El Aaiún
    El Aaiún is the largest city and de facto administrative center of Western Sahara, located near the Atlantic coast in the disputed territory controlled by Morocco.
  • E. Guellala
    Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
  • 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: Doukkala-Abda
Triple: [Marrakesh-Safi, previouslyPartlyContained, Doukkala-Abda]
Generated description
Doukkala-Abda was a former administrative region of western Morocco, known for its Atlantic coastline, agricultural plains, and historic cities such as Safi and El Jadida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doukkala-Abda
Target entity description: Doukkala-Abda was a former administrative region of western Morocco, known for its Atlantic coastline, agricultural plains, and historic cities such as Safi and El Jadida.
  • A. Hamina
    Hamina is a coastal town and municipality in southeastern Finland known for its historic star-shaped fortress and strategic location on the Gulf of Finland.
  • B. Settat
    Settat is a city in western Morocco located between Casablanca and Marrakech, known as a regional agricultural and commercial center.
  • C. Nador
    Nador is a coastal city in northeastern Morocco known as an important commercial and fishing port on the Mediterranean.
  • D. El Aaiún
    El Aaiún is the largest city and de facto administrative center of Western Sahara, located near the Atlantic coast in the disputed territory controlled by Morocco.
  • E. Guellala
    Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c3f283c8190b2d18ad5159a35ed completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a1796608190972865b2f6beef05 completed March 21, 2026, 6:26 a.m.
NEDg Description generation batch_69be3d2063e48190afb3fdfd5ad6749f completed March 21, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69be3d99a288819088e42e04de5c17a4 completed March 21, 2026, 6:41 a.m.
Created at: March 20, 2026, 1:19 p.m.