Triple

T10337344
Position Surface form Disambiguated ID Type / Status
Subject Mamluk Arabic E243040 entity
Predicate era P200 FINISHED
Object Middle Arabic
Middle Arabic is a historical stage of the Arabic language, spanning roughly from the early Islamic period to the pre-modern era, characterized by transitional linguistic features between Classical and modern dialectal Arabic.
E856821 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: Middle Arabic | Statement: [Mamluk Arabic, era, Middle Arabic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle Arabic
Context triple: [Mamluk Arabic, era, Middle Arabic]
  • A. Old Arabic
    Old Arabic is the early stage of the Arabic language attested in pre-Islamic inscriptions and poetry, representing the linguistic ancestor of Classical and Modern Arabic varieties.
  • B. Peninsular Arabic
    Peninsular Arabic is a group of Arabic dialects spoken across the Arabian Peninsula, encompassing varieties such as Najdi, Hejazi, and Gulf Arabic.
  • C. Classical Arabic
    Classical Arabic is the standardized, literary form of the Arabic language used in the Quran and early Islamic literature, serving as the historical foundation for Modern Standard Arabic.
  • D. 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.
  • E. Sa'idi Arabic
    Sa'idi Arabic is a major variety of Arabic spoken primarily in Upper Egypt, characterized by distinct phonological and lexical features that set it apart from Cairene and Standard Arabic.
  • 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: Middle Arabic
Triple: [Mamluk Arabic, era, Middle Arabic]
Generated description
Middle Arabic is a historical stage of the Arabic language, spanning roughly from the early Islamic period to the pre-modern era, characterized by transitional linguistic features between Classical and modern dialectal Arabic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middle Arabic
Target entity description: Middle Arabic is a historical stage of the Arabic language, spanning roughly from the early Islamic period to the pre-modern era, characterized by transitional linguistic features between Classical and modern dialectal Arabic.
  • A. Old Arabic
    Old Arabic is the early stage of the Arabic language attested in pre-Islamic inscriptions and poetry, representing the linguistic ancestor of Classical and Modern Arabic varieties.
  • B. Peninsular Arabic
    Peninsular Arabic is a group of Arabic dialects spoken across the Arabian Peninsula, encompassing varieties such as Najdi, Hejazi, and Gulf Arabic.
  • C. Classical Arabic
    Classical Arabic is the standardized, literary form of the Arabic language used in the Quran and early Islamic literature, serving as the historical foundation for Modern Standard Arabic.
  • D. 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.
  • E. Sa'idi Arabic
    Sa'idi Arabic is a major variety of Arabic spoken primarily in Upper Egypt, characterized by distinct phonological and lexical features that set it apart from Cairene and Standard Arabic.
  • 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e0a3a8e4819097268ce101dec2d1 completed April 7, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7506278f881908b090b13706e5d4e completed April 9, 2026, 7:08 a.m.
NEDg Description generation batch_69d75133588c819093af59327b951cd7 completed April 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69d751d4aa908190a825322ebf0066af completed April 9, 2026, 7:14 a.m.
Created at: April 6, 2026, 11:54 a.m.