Triple

T7405343
Position Surface form Disambiguated ID Type / Status
Subject Beni Snous language E170855 entity
Predicate spokenIn P2266 FINISHED
Object Tlemcen Province
Tlemcen Province is an administrative region in northwestern Algeria known for its historic city of Tlemcen and its rich cultural and linguistic diversity.
 E688660 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: Tlemcen Province | Statement: [Beni Snous language, spokenIn, Tlemcen Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tlemcen Province
Context triple: [Beni Snous language, spokenIn, Tlemcen Province]
  • A. Tébessa Province
    Tébessa Province is an eastern Algerian province bordering Tunisia, known for its significant Shawiya Berber population and rich Roman-era archaeological sites.
  • B. Tiznit Province
    Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
  • C. Guelma Province
    Guelma Province is an administrative region in northeastern Algeria known for its agricultural lands, Roman archaeological sites, and proximity to the city of Constantine.
  • D. Boumerdès Province
    Boumerdès Province is a coastal administrative region in northern Algeria known for its Mediterranean shoreline, seismic activity, and mixed Arab-Kabyle population.
  • E. Bordj Bou Arréridj Province
    Bordj Bou Arréridj Province is an inland administrative region in northern Algeria known for its growing industrial sector, particularly in electronics and telecommunications.
  • 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: Tlemcen Province
Triple: [Beni Snous language, spokenIn, Tlemcen Province]
Generated description
Tlemcen Province is an administrative region in northwestern Algeria known for its historic city of Tlemcen and its rich cultural and linguistic diversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tlemcen Province
Target entity description: Tlemcen Province is an administrative region in northwestern Algeria known for its historic city of Tlemcen and its rich cultural and linguistic diversity.
  • A. Tébessa Province
    Tébessa Province is an eastern Algerian province bordering Tunisia, known for its significant Shawiya Berber population and rich Roman-era archaeological sites.
  • B. Tiznit Province
    Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
  • C. Guelma Province
    Guelma Province is an administrative region in northeastern Algeria known for its agricultural lands, Roman archaeological sites, and proximity to the city of Constantine.
  • D. Boumerdès Province
    Boumerdès Province is a coastal administrative region in northern Algeria known for its Mediterranean shoreline, seismic activity, and mixed Arab-Kabyle population.
  • E. Bordj Bou Arréridj Province
    Bordj Bou Arréridj Province is an inland administrative region in northern Algeria known for its growing industrial sector, particularly in electronics and telecommunications.
  • 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_69c68a6010108190925e5284de022660 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f271f1d481909a46d50b13b51a62 completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8de96d58c819086c308396a4a304e completed March 29, 2026, 8:11 a.m.
NEDg Description generation batch_69c8dfd4545c8190acd369995f00806b completed March 29, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69c8e037620c8190aa5948b68756793d completed March 29, 2026, 8:17 a.m.
Created at: March 27, 2026, 3:10 p.m.