Triple

T1852881
Position Surface form Disambiguated ID Type / Status
Subject Imajaghan E41634 entity
Predicate usesWritingTradition P11605 FINISHED
Object Tifinagh (Tuareg script) E28394 NE FINISHED

How this triple was built (3 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: Tifinagh (Tuareg script) | Statement: [Imajaghan, usesWritingTradition, Tifinagh (Tuareg script)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tifinagh (Tuareg script)
Context triple: [Imajaghan, usesWritingTradition, Tifinagh (Tuareg script)]
  • A. Tifinagh chosen
    Tifinagh is an ancient and modern script used primarily to write Berber (Amazigh) languages across North Africa.
  • B. Maghribi script
    Maghribi script is a distinctive, rounded style of Arabic calligraphy that developed in the Islamic West (North Africa and al-Andalus), characterized by its bold curves and unique regional letterforms.
  • C. N'Ko script
    N'Ko script is an indigenous alphabetic writing system created in 1949 by Solomana Kante for Manding languages of West Africa, such as Mandinka, Bambara, and Dyula.
  • D. Ruqʿah script
    Ruqʿah script is a simple, highly legible Arabic handwriting style commonly used for everyday writing and official documents in the Arab world.
  • E. Tirhuta script
    Tirhuta script is a traditional Brahmic writing system historically used for the Maithili language of the Mithila region in India and Nepal.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesWritingTradition
Context triple: [Imajaghan, usesWritingTradition, Tifinagh (Tuareg script)]
  • A. writingTradition chosen
    Indicates a relationship where an entity is associated with, follows, or belongs to a particular system or style of written expression or script usage.
  • B. hasWritingTraditionSince
    Indicates that a writing tradition has been present or established for an entity starting from a specified point in time.
  • C. literaryTradition
    Indicates a relationship where a work, practice, or expression belongs to, arises from, or participates in a particular established body of literary customs, styles, or conventions.
  • D. manuscriptTradition
    Indicates the relationship between a text and the chain of manuscript copying, transmission, and variation through which that text has been preserved and passed down.
  • E. hasRichOralTradition
    Indicates that an entity is associated with a longstanding, culturally significant body of stories, histories, or knowledge transmitted primarily through spoken word rather than written texts.
  • F. None of above.

Provenance (4 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_69a8864a83848190a4ec02721306c511 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb231de14819091da3a20ed03c430 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1c89bdc8190acf517a7731fa5c7 completed March 8, 2026, 7:45 p.m.
PD Predicate disambiguation batch_69abafde4598819099d8229128348fd3 completed March 7, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:33 p.m.