Triple

T6668226
Position Surface form Disambiguated ID Type / Status
Subject Central Atlas Tamazight E151658 entity
Predicate hasDialect P4251 FINISHED
Object Ayt Oumalou dialect
The Ayt Oumalou dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Oumalou Amazigh communities in Morocco.
E618872 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: Ayt Oumalou dialect | Statement: [Central Atlas Tamazight, hasDialect, Ayt Oumalou dialect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayt Oumalou dialect
Context triple: [Central Atlas Tamazight, hasDialect, Ayt Oumalou dialect]
  • A. Maaloula dialect
    The Maaloula dialect is a variety of Western Neo-Aramaic traditionally spoken in the Syrian village of Maaloula, notable as one of the last surviving spoken forms of the ancient Aramaic language.
  • B. Ayt Seghrouchen dialect
    The Ayt Seghrouchen dialect is a variety of Central Atlas Tamazight spoken by the Ayt Seghrouchen Amazigh community in north-central Morocco.
  • C. Ayt Ndhir dialect
    The Ayt Ndhir dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Ndhir Amazigh community in Morocco.
  • D. Ayt Mguild dialect
    The Ayt Mguild dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Mguild Amazigh community in central Morocco.
  • E. Ayt Warayn dialect
    The Ayt Warayn dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Warayn Amazigh community in northern Morocco.
  • 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: Ayt Oumalou dialect
Triple: [Central Atlas Tamazight, hasDialect, Ayt Oumalou dialect]
Generated description
The Ayt Oumalou dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Oumalou Amazigh communities in Morocco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayt Oumalou dialect
Target entity description: The Ayt Oumalou dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Oumalou Amazigh communities in Morocco.
  • A. Maaloula dialect
    The Maaloula dialect is a variety of Western Neo-Aramaic traditionally spoken in the Syrian village of Maaloula, notable as one of the last surviving spoken forms of the ancient Aramaic language.
  • B. Ayt Seghrouchen dialect
    The Ayt Seghrouchen dialect is a variety of Central Atlas Tamazight spoken by the Ayt Seghrouchen Amazigh community in north-central Morocco.
  • C. Ayt Ndhir dialect
    The Ayt Ndhir dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Ndhir Amazigh community in Morocco.
  • D. Ayt Mguild dialect
    The Ayt Mguild dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Mguild Amazigh community in central Morocco.
  • E. Ayt Warayn dialect
    The Ayt Warayn dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Warayn Amazigh community in northern Morocco.
  • 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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0c4a8e48190aa3b2e41902d2f86 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a67cae081908f61e5bc0cafcd2b completed March 28, 2026, 12:01 a.m.
NEDg Description generation batch_69c71b186238819096ef6162f9068543 completed March 28, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69c71b98b8008190a972cc0a215295c0 completed March 28, 2026, 12:06 a.m.
Created at: March 27, 2026, 2:02 p.m.