Triple

T1328857
Position Surface form Disambiguated ID Type / Status
Subject Tifinagh E28394 entity
Predicate scriptFamily P5793 FINISHED
Object Libyco-Berber script
The Libyco-Berber script is an ancient writing system used by early Berber-speaking populations of North Africa, from which the modern Tifinagh alphabet is derived.
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: Libyco-Berber script | Statement: [Tifinagh, scriptFamily, Libyco-Berber script]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyco-Berber script
Context triple: [Tifinagh, scriptFamily, Libyco-Berber script]
  • A. Tifinagh
    Tifinagh is an ancient and modern script used primarily to write Berber (Amazigh) languages across North Africa.
  • B. Punic script
    Punic script is a later, regionally adapted form of the Phoenician writing system used primarily in Carthage and other Punic-speaking communities around the western Mediterranean.
  • C. Nabataean alphabet
    The Nabataean alphabet is an ancient Northwest Semitic script used by the Nabataean kingdom, which evolved from the Phoenician writing system and later gave rise to the early Arabic script.
  • D. 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.
  • E. Samaritan script
    The Samaritan script is an ancient consonantal writing system used by the Samaritan community to write their version of Hebrew and Aramaic, preserving a distinct tradition separate from mainstream Jewish scripts.
  • 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: Libyco-Berber script
Triple: [Tifinagh, scriptFamily, Libyco-Berber script]
Generated description
The Libyco-Berber script is an ancient writing system used by early Berber-speaking populations of North Africa, from which the modern Tifinagh alphabet is derived.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyco-Berber script
Target entity description: The Libyco-Berber script is an ancient writing system used by early Berber-speaking populations of North Africa, from which the modern Tifinagh alphabet is derived.
  • A. Tifinagh chosen
    Tifinagh is an ancient and modern script used primarily to write Berber (Amazigh) languages across North Africa.
  • B. Punic script
    Punic script is a later, regionally adapted form of the Phoenician writing system used primarily in Carthage and other Punic-speaking communities around the western Mediterranean.
  • C. Nabataean alphabet
    The Nabataean alphabet is an ancient Northwest Semitic script used by the Nabataean kingdom, which evolved from the Phoenician writing system and later gave rise to the early Arabic script.
  • D. 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.
  • E. Samaritan script
    The Samaritan script is an ancient consonantal writing system used by the Samaritan community to write their version of Hebrew and Aramaic, preserving a distinct tradition separate from mainstream Jewish scripts.
  • F. None of above.

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_69a498540a2481909e807a762280d3ba completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c30c948190afc6342b3dcda948 completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce641c6481908a3d2b9e9fc423d7 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accecd233c8190bebf5395e8dd5961 completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accf2c65188190844bcd1c5efa563a completed March 8, 2026, 1:21 a.m.
Created at: March 1, 2026, 7:55 p.m.