Triple

T6668222
Position Surface form Disambiguated ID Type / Status
Subject Central Atlas Tamazight E151658 entity
Predicate hasDialect P4251 FINISHED
Object 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.
E613722 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 Seghrouchen dialect | Statement: [Central Atlas Tamazight, hasDialect, Ayt Seghrouchen dialect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayt Seghrouchen dialect
Context triple: [Central Atlas Tamazight, hasDialect, Ayt Seghrouchen 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 Ndhir dialect
    The Ayt Ndhir dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Ndhir Amazigh community in Morocco.
  • C. Oran dialect
    Oran dialect is a regional variety of Algerian Arabic spoken in and around the city of Oran, characterized by distinctive phonetic and lexical features influenced by Spanish and French.
  • D. Zaian dialect
    The Zaian dialect is a variety of Central Atlas Tamazight spoken primarily by the Zaian Berber people of central Morocco.
  • E. Jubb'adin dialect
    The Jubb'adin dialect is a variety of Western Neo-Aramaic traditionally spoken in the village of Jubb'adin in Syria, notable as part of one of the last surviving branches of the Aramaic language.
  • 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 Seghrouchen dialect
Triple: [Central Atlas Tamazight, hasDialect, Ayt Seghrouchen dialect]
Generated description
The Ayt Seghrouchen dialect is a variety of Central Atlas Tamazight spoken by the Ayt Seghrouchen Amazigh community in north-central Morocco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayt Seghrouchen dialect
Target entity description: The Ayt Seghrouchen dialect is a variety of Central Atlas Tamazight spoken by the Ayt Seghrouchen Amazigh community in north-central 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 Ndhir dialect
    The Ayt Ndhir dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Ndhir Amazigh community in Morocco.
  • C. Oran dialect
    Oran dialect is a regional variety of Algerian Arabic spoken in and around the city of Oran, characterized by distinctive phonetic and lexical features influenced by Spanish and French.
  • D. Zaian dialect
    The Zaian dialect is a variety of Central Atlas Tamazight spoken primarily by the Zaian Berber people of central Morocco.
  • E. Jubb'adin dialect
    The Jubb'adin dialect is a variety of Western Neo-Aramaic traditionally spoken in the village of Jubb'adin in Syria, notable as part of one of the last surviving branches of the Aramaic language.
  • 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_69c700755874819083cd0facebd7aa3d completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c701be78cc8190a0848ea60908d129 completed March 27, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69c7021b27288190866aef500198479d completed March 27, 2026, 10:18 p.m.
Created at: March 27, 2026, 2:02 p.m.