Triple

T7802988
Position Surface form Disambiguated ID Type / Status
Subject Zenati E180475 entity
Predicate closelyRelatedTo P37 FINISHED
Object Atlas Berber
Atlas Berber refers to the group of Berber (Amazigh) dialects traditionally spoken in Morocco’s Atlas Mountains, forming part of the broader Zenati branch of the Berber language family.
 E662348 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: [Zenati, closelyRelatedTo, Atlas Berber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atlas Berber
Context triple: [Zenati, closelyRelatedTo, Atlas Berber]
  • A. Blida Atlas
    Blida Atlas is a mountain range in northern Algeria that forms part of the Tell Atlas system.
  • B. 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.
  • C. 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.
  • D. Al Tarf
    Al Tarf is a bright giant star in the constellation Cancer, designated as Beta Cancri and visible to the naked eye.
  • E. Al Tarf
    Al Tarf is a traditional name for Gamma Cancri, a star in the constellation Cancer.
  • 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: [Zenati, closelyRelatedTo, Atlas Berber]
Generated description
Atlas Berber refers to the group of Berber (Amazigh) dialects traditionally spoken in Morocco’s Atlas Mountains, forming part of the broader Zenati branch of the Berber language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atlas Berber
Target entity description: Atlas Berber refers to the group of Berber (Amazigh) dialects traditionally spoken in Morocco’s Atlas Mountains, forming part of the broader Zenati branch of the Berber language family.
  • A. Blida Atlas
    Blida Atlas is a mountain range in northern Algeria that forms part of the Tell Atlas system.
  • B. 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.
  • C. Shenwa Berber chosen
    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.
  • D. Al Tarf
    Al Tarf is a bright giant star in the constellation Cancer, designated as Beta Cancri and visible to the naked eye.
  • E. Al Tarf
    Al Tarf is a traditional name for Gamma Cancri, a star in the constellation Cancer.
  • F. None of above.

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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf635a4648190af907a686d87f073 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14371e2081908d0a798d3b785c3c completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1a1414a08190912945cee30e6bc2 completed March 31, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_69cb3843368881908d7c4d5a81c53a23 completed March 31, 2026, 2:58 a.m.
Created at: March 30, 2026, 4:34 p.m.