Triple

T6576273
Position Surface form Disambiguated ID Type / Status
Subject Koyra Chiini language E155571 entity
Predicate alternativeName P39 FINISHED
Object Western Songhay of Timbuktu
Western Songhay of Timbuktu is a variety of the Songhay language spoken around Timbuktu in Mali, known locally as Koyra Chiini.
E602339 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: Western Songhay of Timbuktu | Statement: [Koyra Chiini language, alternativeName, Western Songhay of Timbuktu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Songhay of Timbuktu
Context triple: [Koyra Chiini language, alternativeName, Western Songhay of Timbuktu]
  • A. Timbuktu
    Timbuktu is an ancient city in Mali famed as a historic center of trans-Saharan trade and Islamic scholarship.
  • B. Shubak al-Gharbi
    Shubak al-Gharbi is a locality in Egypt known as the birthplace of prominent Arab diplomat and politician Abdul Rahman Azzam, the first Secretary-General of the Arab League.
  • C. Sitt al-Mulk
    Sitt al-Mulk was a powerful Fatimid princess and de facto ruler of Egypt in the early 11th century, known for her political acumen and role in stabilizing the caliphate.
  • D. Al Mandaq
    Al Mandaq is a town in southwestern Saudi Arabia known for its mountainous terrain and cool climate within the Al Bahah region.
  • E. Bir el Gubi
    Bir el Gubi was a strategically important desert battlefield in Libya during World War II, known for significant clashes between British Commonwealth and Italian-German forces.
  • 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: Western Songhay of Timbuktu
Triple: [Koyra Chiini language, alternativeName, Western Songhay of Timbuktu]
Generated description
Western Songhay of Timbuktu is a variety of the Songhay language spoken around Timbuktu in Mali, known locally as Koyra Chiini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Songhay of Timbuktu
Target entity description: Western Songhay of Timbuktu is a variety of the Songhay language spoken around Timbuktu in Mali, known locally as Koyra Chiini.
  • A. Timbuktu
    Timbuktu is an ancient city in Mali famed as a historic center of trans-Saharan trade and Islamic scholarship.
  • B. Shubak al-Gharbi
    Shubak al-Gharbi is a locality in Egypt known as the birthplace of prominent Arab diplomat and politician Abdul Rahman Azzam, the first Secretary-General of the Arab League.
  • C. Sitt al-Mulk
    Sitt al-Mulk was a powerful Fatimid princess and de facto ruler of Egypt in the early 11th century, known for her political acumen and role in stabilizing the caliphate.
  • D. Al Mandaq
    Al Mandaq is a town in southwestern Saudi Arabia known for its mountainous terrain and cool climate within the Al Bahah region.
  • E. Bir el Gubi
    Bir el Gubi was a strategically important desert battlefield in Libya during World War II, known for significant clashes between British Commonwealth and Italian-German forces.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae7399488190b5f6948c60188aec completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cba0182c8190a30bc5e6fea4680e completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd071be4819090d6adf0e27c99d2 completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce04855481908bfca416fda8c218 completed March 27, 2026, 6:35 p.m.
Created at: March 27, 2026, 1:54 p.m.