Triple

T18563977
Position Surface form Disambiguated ID Type / Status
Subject Bamum Supplement E453715 entity
Predicate scriptFamily P5793 FINISHED
Object Bamum script
Bamum script is an indigenous writing system from Cameroon, created in the late 19th century by King Ibrahim Njoya to record the Bamum language and culture.
 E1330236 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: Bamum script | Statement: [Bamum Supplement, scriptFamily, Bamum script]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bamum script
Context triple: [Bamum Supplement, scriptFamily, Bamum script]
  • A. 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.
  • B. Tirhuta script
    Tirhuta script is a traditional Brahmic writing system historically used for the Maithili language of the Mithila region in India and Nepal.
  • C. Tigalari script
    The Tigalari script is a historical South Indian writing system used primarily to write Tulu and Sanskrit, closely related to other southern Brahmic scripts.
  • D. Borama script
    The Borama script is an indigenous writing system historically used by some Somali communities to represent the Somali language before the adoption of more widespread scripts.
  • E. Adlam script
    The Adlam script is an alphabetic writing system created in the late 20th century to represent the Fulani (Fulfulde) language and promote literacy among its speakers in West Africa.
  • 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: Bamum script
Triple: [Bamum Supplement, scriptFamily, Bamum script]
Generated description
Bamum script is an indigenous writing system from Cameroon, created in the late 19th century by King Ibrahim Njoya to record the Bamum language and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bamum script
Target entity description: Bamum script is an indigenous writing system from Cameroon, created in the late 19th century by King Ibrahim Njoya to record the Bamum language and culture.
  • A. 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.
  • B. Tirhuta script
    Tirhuta script is a traditional Brahmic writing system historically used for the Maithili language of the Mithila region in India and Nepal.
  • C. Tigalari script
    The Tigalari script is a historical South Indian writing system used primarily to write Tulu and Sanskrit, closely related to other southern Brahmic scripts.
  • D. Borama script
    The Borama script is an indigenous writing system historically used by some Somali communities to represent the Somali language before the adoption of more widespread scripts.
  • E. Adlam script
    The Adlam script is an alphabetic writing system created in the late 20th century to represent the Fulani (Fulfulde) language and promote literacy among its speakers in West Africa.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53afc57448190abd90167d7e12a18 completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049aeae6f0819093e9b9a154c1f12b completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c355cb08190a63addeba8293e5c completed May 13, 2026, 3:43 p.m.
NED2 Entity disambiguation (via description) batch_6a049cfa32588190a6e4abf128aced0a completed May 13, 2026, 3:47 p.m.
Created at: April 10, 2026, 11:42 a.m.