Triple

T67210
Position Surface form Disambiguated ID Type / Status
Subject Arab world E1339 entity
Predicate hasCulturalHeritage P3114 FINISHED
Object Arabic calligraphy
Arabic calligraphy is a revered artistic tradition that transforms the Arabic script into intricate visual art, deeply intertwined with Islamic culture, literature, and architecture across the Arab world.
 E11665 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: Arabic calligraphy | Statement: [Arab world, hasCulturalHeritage, Arabic calligraphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arabic calligraphy
Context triple: [Arab world, hasCulturalHeritage, Arabic calligraphy]
  • A. Thuluth script
    Thuluth script is a large, elegant, and highly cursive style of Arabic calligraphy traditionally used for architectural inscriptions, Qur’anic headings, and decorative works.
  • B. Kufic script
    Kufic script is the oldest extant form of Arabic calligraphy, characterized by its angular, geometric letterforms and prominent use in early Qur’anic manuscripts and architectural inscriptions.
  • C. Naskh script
    Naskh script is a widely used, highly legible style of Arabic calligraphy commonly employed in printed texts, books, and everyday writing.
  • D. Diwani script
    Diwani script is an ornate Ottoman-era style of Arabic calligraphy characterized by its intricate, flowing lines and dense, decorative composition often used in royal decrees and official documents.
  • E. Ruqʿah script
    Ruqʿah script is a simple, highly legible Arabic handwriting style commonly used for everyday writing and official documents in the Arab world.
  • 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: Arabic calligraphy
Triple: [Arab world, hasCulturalHeritage, Arabic calligraphy]
Generated description
Arabic calligraphy is a revered artistic tradition that transforms the Arabic script into intricate visual art, deeply intertwined with Islamic culture, literature, and architecture across the Arab world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arabic calligraphy
Target entity description: Arabic calligraphy is a revered artistic tradition that transforms the Arabic script into intricate visual art, deeply intertwined with Islamic culture, literature, and architecture across the Arab world.
  • A. Thuluth script
    Thuluth script is a large, elegant, and highly cursive style of Arabic calligraphy traditionally used for architectural inscriptions, Qur’anic headings, and decorative works.
  • B. Kufic script
    Kufic script is the oldest extant form of Arabic calligraphy, characterized by its angular, geometric letterforms and prominent use in early Qur’anic manuscripts and architectural inscriptions.
  • C. Naskh script
    Naskh script is a widely used, highly legible style of Arabic calligraphy commonly employed in printed texts, books, and everyday writing.
  • D. Diwani script
    Diwani script is an ornate Ottoman-era style of Arabic calligraphy characterized by its intricate, flowing lines and dense, decorative composition often used in royal decrees and official documents.
  • E. Ruqʿah script
    Ruqʿah script is a simple, highly legible Arabic handwriting style commonly used for everyday writing and official documents in the Arab world.
  • 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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a2567b592c8190aaf692a18fcd2f1b completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27bff33b8819084f00ed115ebedeb completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27f2f07d88190832000212142b088 completed Feb. 28, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a27ffd4818819091a276d54c750dc0 completed Feb. 28, 2026, 5:41 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.