Triple

T18887366
Position Surface form Disambiguated ID Type / Status
Subject High Atlas E461990 entity
Predicate contains P35 FINISHED
Object Aït Bouguemez Valley
Aït Bouguemez Valley is a scenic, high-altitude agricultural valley in Morocco’s Central High Atlas Mountains, known for its traditional Berber villages, terraced fields, and trekking routes.
E1349036 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: Aït Bouguemez Valley | Statement: [High Atlas, contains, Aït Bouguemez Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aït Bouguemez Valley
Context triple: [High Atlas, contains, Aït Bouguemez Valley]
  • A. Bou Regreg Valley
    Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
  • B. M’Zab Valley
    M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
  • C. Medjerda River valley
    The Medjerda River valley is a fertile and historically significant river valley in northern Tunisia, known as the country’s primary agricultural heartland and the corridor of its longest river.
  • D. Oued Righ region
    The Oued Righ region is an oasis-dotted area of the northern Sahara in eastern Algeria, known for its date palm groves and historic desert settlements such as Touggourt.
  • E. Sidi Ghiles
    Sidi Ghiles is a coastal town and commune in northern Algeria, situated along the Mediterranean Sea in the Tipaza 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: Aït Bouguemez Valley
Triple: [High Atlas, contains, Aït Bouguemez Valley]
Generated description
Aït Bouguemez Valley is a scenic, high-altitude agricultural valley in Morocco’s Central High Atlas Mountains, known for its traditional Berber villages, terraced fields, and trekking routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aït Bouguemez Valley
Target entity description: Aït Bouguemez Valley is a scenic, high-altitude agricultural valley in Morocco’s Central High Atlas Mountains, known for its traditional Berber villages, terraced fields, and trekking routes.
  • A. Bou Regreg Valley
    Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
  • B. M’Zab Valley
    M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
  • C. Medjerda River valley
    The Medjerda River valley is a fertile and historically significant river valley in northern Tunisia, known as the country’s primary agricultural heartland and the corridor of its longest river.
  • D. Oued Righ region
    The Oued Righ region is an oasis-dotted area of the northern Sahara in eastern Algeria, known for its date palm groves and historic desert settlements such as Touggourt.
  • E. Sidi Ghiles
    Sidi Ghiles is a coastal town and commune in northern Algeria, situated along the Mediterranean Sea in the Tipaza 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_69d8dcfc3430819095ee6fc0eb4c06a5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c4777434819098850da0ee1c6b43 completed April 20, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582b37de881908475c69461c15c8f completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a05887693d081908fa60534c3c36144 completed May 14, 2026, 8:31 a.m.
NED2 Entity disambiguation (via description) batch_6a05891f4a248190a5527a939fcb16da completed May 14, 2026, 8:34 a.m.
Created at: April 10, 2026, 11:58 a.m.