Triple

T10348538
Position Surface form Disambiguated ID Type / Status
Subject Tachelhit E243817 entity
Predicate hasDialects P4251 FINISHED
Object Souss Tachelhit
Souss Tachelhit is a major regional variety of the Tachelhit Berber language spoken primarily in Morocco’s Souss region.
E866476 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 Tachelhit | Statement: [Tachelhit, hasDialects, Souss Tachelhit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Souss Tachelhit
Context triple: [Tachelhit, hasDialects, Souss Tachelhit]
  • A. Oued Tinja
    Oued Tinja is a river in northern Tunisia that serves as a key waterway linking the Ichkeul wetlands to the Mediterranean Sea.
  • B. 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.
  • C. Bassin Agdal
    Bassin Agdal is a historic royal water reservoir located within the Agdal Gardens of Marrakech, Morocco.
  • D. Oued Rhumel
    Oued Rhumel is a major river in northeastern Algeria that flows through the city of Constantine and is known for its deep gorges and dramatic landscapes.
  • E. Sidi Semiane
    Sidi Semiane is a town and commune in northern Algeria, located within the coastal Tipaza Province.
  • 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 Tachelhit
Triple: [Tachelhit, hasDialects, Souss Tachelhit]
Generated description
Souss Tachelhit is a major regional variety of the Tachelhit Berber language spoken primarily in Morocco’s Souss region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Souss Tachelhit
Target entity description: Souss Tachelhit is a major regional variety of the Tachelhit Berber language spoken primarily in Morocco’s Souss region.
  • A. Oued Tinja
    Oued Tinja is a river in northern Tunisia that serves as a key waterway linking the Ichkeul wetlands to the Mediterranean Sea.
  • B. 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.
  • C. Bassin Agdal
    Bassin Agdal is a historic royal water reservoir located within the Agdal Gardens of Marrakech, Morocco.
  • D. Oued Rhumel
    Oued Rhumel is a major river in northeastern Algeria that flows through the city of Constantine and is known for its deep gorges and dramatic landscapes.
  • E. Sidi Semiane
    Sidi Semiane is a town and commune in northern Algeria, located within the coastal Tipaza Province.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e945d51881908dd2af6c78344c9b completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc10284c8190bcce0f058b88ef0e completed April 10, 2026, 11:16 a.m.
NEDg Description generation batch_69d8e50e618c8190a6b597fe511e05de completed April 10, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 11:56 a.m.