Triple

T7802972
Position Surface form Disambiguated ID Type / Status
Subject Zenati E180475 entity
Predicate hasDialectGroup P1254 FINISHED
Object Beni Snous
Beni Snous is a Berber (Amazigh) dialect group traditionally spoken in the Beni Snous region of northwestern Algeria, associated with the Zenati branch of Northern Berber languages.
 E695626 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: Beni Snous | Statement: [Zenati, hasDialectGroup, Beni Snous]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beni Snous
Context triple: [Zenati, hasDialectGroup, Beni Snous]
  • A. Beni
    Beni is a sparsely populated, largely Amazonian department in northeastern Bolivia known for its tropical lowlands, cattle ranching, and rich indigenous cultures.
  • B. Beni
    Beni is a city in the eastern Democratic Republic of the Congo that became internationally known as a major hotspot of conflict and public health crises, including serving as the epicenter of the 2018–2020 Kivu Ebola epidemic.
  • C. Beni
    Beni is a town in western Nepal that serves as a gateway to the Dhaulagiri and Annapurna mountain regions.
  • D. Negus
    Negus is the 2010 studio album by American rapper and producer Mos Def (Yasiin Bey), known for its experimental, Afrocentric hip-hop sound and conceptual approach.
  • E. Negus
    Negus was a royal title used in Ethiopia for kings or rulers, ranking below the emperor.
  • 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: Beni Snous
Triple: [Zenati, hasDialectGroup, Beni Snous]
Generated description
Beni Snous is a Berber (Amazigh) dialect group traditionally spoken in the Beni Snous region of northwestern Algeria, associated with the Zenati branch of Northern Berber languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beni Snous
Target entity description: Beni Snous is a Berber (Amazigh) dialect group traditionally spoken in the Beni Snous region of northwestern Algeria, associated with the Zenati branch of Northern Berber languages.
  • A. Beni
    Beni is a sparsely populated, largely Amazonian department in northeastern Bolivia known for its tropical lowlands, cattle ranching, and rich indigenous cultures.
  • B. Beni
    Beni is a city in the eastern Democratic Republic of the Congo that became internationally known as a major hotspot of conflict and public health crises, including serving as the epicenter of the 2018–2020 Kivu Ebola epidemic.
  • C. Beni
    Beni is a town in western Nepal that serves as a gateway to the Dhaulagiri and Annapurna mountain regions.
  • D. Negus
    Negus is the 2010 studio album by American rapper and producer Mos Def (Yasiin Bey), known for its experimental, Afrocentric hip-hop sound and conceptual approach.
  • E. Negus
    Negus was a royal title used in Ethiopia for kings or rulers, ranking below the emperor.
  • 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_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.