Triple

T10289643
Position Surface form Disambiguated ID Type / Status
Subject Taslḥit E241327 entity
Predicate subgroupOf P10 FINISHED
Object Atlas Berber
Atlas Berber refers to the cluster of closely related Berber (Amazigh) dialects traditionally spoken in Morocco’s Atlas Mountains.
 E852259 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: Atlas Berber | Statement: [Taslḥit, subgroupOf, Atlas Berber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atlas Berber
Context triple: [Taslḥit, subgroupOf, Atlas Berber]
  • A. Blida Atlas
    Blida Atlas is a mountain range in northern Algeria that forms part of the Tell Atlas system.
  • B. Der Atlas
    "Der Atlas" is a dramatic Lied by Franz Schubert, set to a text by Heinrich Heine, in which the mythic figure Atlas laments the crushing burden of his suffering.
  • C. The Atlas
    The Atlas is a genre-blending collection by William T. Vollmann that interweaves travel writing, fiction, and autobiography into fragmented, geographically wide-ranging narratives.
  • D. Shenwa Berber
    Shenwa Berber is a Northern Berber language variety spoken by the Chenoua people in northern Algeria, known for its distinct phonology and vocabulary within the Zenati subgroup.
  • E. Tahaggart
    Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
  • 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: Atlas Berber
Triple: [Taslḥit, subgroupOf, Atlas Berber]
Generated description
Atlas Berber refers to the cluster of closely related Berber (Amazigh) dialects traditionally spoken in Morocco’s Atlas Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atlas Berber
Target entity description: Atlas Berber refers to the cluster of closely related Berber (Amazigh) dialects traditionally spoken in Morocco’s Atlas Mountains.
  • A. Blida Atlas
    Blida Atlas is a mountain range in northern Algeria that forms part of the Tell Atlas system.
  • B. Der Atlas
    "Der Atlas" is a dramatic Lied by Franz Schubert, set to a text by Heinrich Heine, in which the mythic figure Atlas laments the crushing burden of his suffering.
  • C. The Atlas
    The Atlas is a genre-blending collection by William T. Vollmann that interweaves travel writing, fiction, and autobiography into fragmented, geographically wide-ranging narratives.
  • D. Shenwa Berber
    Shenwa Berber is a Northern Berber language variety spoken by the Chenoua people in northern Algeria, known for its distinct phonology and vocabulary within the Zenati subgroup.
  • E. Tahaggart
    Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
  • 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2d192288190a64c27a4f26b71fc completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f8556f4081908390bc5c14dcf560 completed April 9, 2026, 12:52 a.m.
NEDg Description generation batch_69d6fcaee26c8190a19f7d07a63531f6 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd879ab88190b0a47295f5d7ad4d completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:41 a.m.