Triple

T340745
Position Surface form Disambiguated ID Type / Status
Subject Maghrebi Arabic E6831 entity
Predicate hasDialect P4251 FINISHED
Object Oran Arabic
Oran Arabic is a regional variety of Maghrebi Arabic spoken in and around the city of Oran in northwestern Algeria, characterized by its distinctive phonology and vocabulary influenced by Berber, French, and Spanish.
 E43178 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: Oran Arabic | Statement: [Maghrebi Arabic, hasDialect, Oran Arabic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oran Arabic
Context triple: [Maghrebi Arabic, hasDialect, Oran Arabic]
  • A. Arabic
    Arabic is a Semitic language widely spoken across the Arab world and used as a liturgical language in Islam.
  • B. Shami Arabic
    Shami Arabic is a major colloquial variety of Arabic spoken across the Levant, including Syria, Lebanon, Jordan, Palestine, and surrounding areas.
  • C. Hijazi Arabic
    Hijazi Arabic is a major regional variety of Arabic spoken primarily in western Saudi Arabia, especially in the Hijaz region including cities like Mecca, Medina, and Jeddah.
  • D. Najdi Arabic
    Najdi Arabic is a central Arabian dialect of the Arabic language spoken primarily in the Najd region of Saudi Arabia.
  • E. Mesopotamian Arabic
    Mesopotamian Arabic is a major variety of Arabic spoken primarily in Iraq and neighboring regions, characterized by distinctive phonological and grammatical features that set it apart from other Arabic dialects.
  • 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: Oran Arabic
Triple: [Maghrebi Arabic, hasDialect, Oran Arabic]
Generated description
Oran Arabic is a regional variety of Maghrebi Arabic spoken in and around the city of Oran in northwestern Algeria, characterized by its distinctive phonology and vocabulary influenced by Berber, French, and Spanish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oran Arabic
Target entity description: Oran Arabic is a regional variety of Maghrebi Arabic spoken in and around the city of Oran in northwestern Algeria, characterized by its distinctive phonology and vocabulary influenced by Berber, French, and Spanish.
  • A. Arabic
    Arabic is a Semitic language widely spoken across the Arab world and used as a liturgical language in Islam.
  • B. Shami Arabic
    Shami Arabic is a major colloquial variety of Arabic spoken across the Levant, including Syria, Lebanon, Jordan, Palestine, and surrounding areas.
  • C. Hijazi Arabic
    Hijazi Arabic is a major regional variety of Arabic spoken primarily in western Saudi Arabia, especially in the Hijaz region including cities like Mecca, Medina, and Jeddah.
  • D. Najdi Arabic
    Najdi Arabic is a central Arabian dialect of the Arabic language spoken primarily in the Najd region of Saudi Arabia.
  • E. Mesopotamian Arabic
    Mesopotamian Arabic is a major variety of Arabic spoken primarily in Iraq and neighboring regions, characterized by distinctive phonological and grammatical features that set it apart from other Arabic dialects.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eae611f88190955fbebe2b01835b completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d4e701408190a13f8c50c1271bb4 completed March 1, 2026, 5:55 a.m.
NEDg Description generation batch_69a3d534891c8190adc4ffc0762730d4 completed March 1, 2026, 5:57 a.m.
NED2 Entity disambiguation (via description) batch_69a3d5d1ed8c8190ba5306b6f2304e62 completed March 1, 2026, 5:59 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.