Triple

T1919064
Position Surface form Disambiguated ID Type / Status
Subject Beja people E40083 entity
Predicate nativeName P15 FINISHED
Object Bedawiyet
Bedawiyet is the native Afroasiatic language spoken by the Beja people of northeastern Africa.
 E217265 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: Bedawiyet | Statement: [Beja people, nativeName, Bedawiyet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bedawiyet
Context triple: [Beja people, nativeName, Bedawiyet]
  • A. Blue Men of the Sahara
    The Blue Men of the Sahara are the Tuareg, a traditionally nomadic Berber people of the Sahara Desert known for their distinctive indigo-dyed clothing and rich caravan and trading heritage.
  • B. Murzuq
    Murzuq is an oasis town in southwestern Libya that historically served as an important Saharan trade and caravan center in the Fezzan region.
  • C. Mawtini
    Mawtini is a patriotic Arabic song that serves as Iraq’s national anthem, celebrating homeland, freedom, and resilience.
  • D. An Nisa
    An Nisa is the fourth chapter of the Quran, known for its detailed guidance on social justice, family law, and the rights and responsibilities of women and orphans in Islamic society.
  • 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: Bedawiyet
Triple: [Beja people, nativeName, Bedawiyet]
Generated description
Bedawiyet is the native Afroasiatic language spoken by the Beja people of northeastern Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bedawiyet
Target entity description: Bedawiyet is the native Afroasiatic language spoken by the Beja people of northeastern Africa.
  • A. Blue Men of the Sahara
    The Blue Men of the Sahara are the Tuareg, a traditionally nomadic Berber people of the Sahara Desert known for their distinctive indigo-dyed clothing and rich caravan and trading heritage.
  • B. Murzuq
    Murzuq is an oasis town in southwestern Libya that historically served as an important Saharan trade and caravan center in the Fezzan region.
  • C. Mawtini
    Mawtini is a patriotic Arabic song that serves as Iraq’s national anthem, celebrating homeland, freedom, and resilience.
  • D. An Nisa
    An Nisa is the fourth chapter of the Quran, known for its detailed guidance on social justice, family law, and the rights and responsibilities of women and orphans in Islamic society.
  • 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb211eda88190865de7a0522a453d completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3df3fdc819095cfdf508e8bdb22 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf598ee5c819081549042859e076f completed March 8, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69adf6a6cc18819092a4e6535ce1376c completed March 8, 2026, 10:22 p.m.
Created at: March 4, 2026, 7:35 p.m.