Triple

T222899
Position Surface form Disambiguated ID Type / Status
Subject Berber languages E4254 entity
Predicate writingSystem P454 FINISHED
Object Tifinagh
Tifinagh is an ancient and modern script used primarily to write Berber (Amazigh) languages across North Africa.
E28394 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: Tifinagh | Statement: [Berber languages, writingSystem, Tifinagh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tifinagh
Context triple: [Berber languages, writingSystem, Tifinagh]
  • A. Ruqʿah script
    Ruqʿah script is a simple, highly legible Arabic handwriting style commonly used for everyday writing and official documents in the Arab world.
  • B. Oscan alphabet
    The Oscan alphabet is an ancient writing system used by the Oscan-speaking peoples of pre-Roman Italy to record their language, derived from and closely related to other Old Italic scripts.
  • C. 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.
  • D. Perso-Arabic script
    The Perso-Arabic script is a modified form of the Arabic writing system, expanded with additional letters and conventions to represent the sounds of Persian and several other languages across the Middle East and South Asia.
  • E. Phoenician alphabet
    The Phoenician alphabet is an ancient consonantal writing system developed by the Phoenician civilization that became the ancestor of most major modern alphabets, including Greek, Latin, and 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: Tifinagh
Triple: [Berber languages, writingSystem, Tifinagh]
Generated description
Tifinagh is an ancient and modern script used primarily to write Berber (Amazigh) languages across North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tifinagh
Target entity description: Tifinagh is an ancient and modern script used primarily to write Berber (Amazigh) languages across North Africa.
  • A. Ruqʿah script
    Ruqʿah script is a simple, highly legible Arabic handwriting style commonly used for everyday writing and official documents in the Arab world.
  • B. Oscan alphabet
    The Oscan alphabet is an ancient writing system used by the Oscan-speaking peoples of pre-Roman Italy to record their language, derived from and closely related to other Old Italic scripts.
  • C. 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.
  • D. Perso-Arabic script
    The Perso-Arabic script is a modified form of the Arabic writing system, expanded with additional letters and conventions to represent the sounds of Persian and several other languages across the Middle East and South Asia.
  • E. Phoenician alphabet
    The Phoenician alphabet is an ancient consonantal writing system developed by the Phoenician civilization that became the ancestor of most major modern alphabets, including Greek, Latin, and 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c705fd88190bfee7f5e1f7cee17 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d96acd88190ae3c8c86bee2572c completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a351694cf48190a87a4135868cab86 completed Feb. 28, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69a351c25af08190858e4d6644ddd75d completed Feb. 28, 2026, 8:36 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.