Triple

T12155630
Position Surface form Disambiguated ID Type / Status
Subject Peul E289567 entity
Predicate alternateName P39 FINISHED
Object Fulbe
Fulbe are a large West African ethnic group, also known as the Fula or Peul, traditionally noted for their pastoralist lifestyle and widespread presence across the Sahel region.
 E963455 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: Fulbe | Statement: [Peul, alternateName, Fulbe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fulbe
Context triple: [Peul, alternateName, Fulbe]
  • A. Builsa
    The Builsa are an indigenous ethnic group of northern Ghana known for their distinct Gur language, rich agricultural traditions, and vibrant festivals such as the Feok harvest celebration.
  • B. Ngoni
    Ngoni is a Bantu language spoken by the Ngoni people of parts of Malawi, Tanzania, Mozambique, and Zambia, reflecting historical migrations from the Zulu region.
  • C. Yauri
    Yauri is a town in southern Peru that serves as the administrative and commercial center of Espinar Province in the Cusco Region.
  • D. Youssoufia
    Youssoufia is a Moroccan city known for its phosphate mining industry and its location within the Marrakesh-Safi region.
  • E. Makouda
    Makouda is a town and commune located in northern Algeria within the Kabylie region.
  • 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: Fulbe
Triple: [Peul, alternateName, Fulbe]
Generated description
Fulbe are a large West African ethnic group, also known as the Fula or Peul, traditionally noted for their pastoralist lifestyle and widespread presence across the Sahel region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fulbe
Target entity description: Fulbe are a large West African ethnic group, also known as the Fula or Peul, traditionally noted for their pastoralist lifestyle and widespread presence across the Sahel region.
  • A. Builsa
    The Builsa are an indigenous ethnic group of northern Ghana known for their distinct Gur language, rich agricultural traditions, and vibrant festivals such as the Feok harvest celebration.
  • B. Ngoni
    Ngoni is a Bantu language spoken by the Ngoni people of parts of Malawi, Tanzania, Mozambique, and Zambia, reflecting historical migrations from the Zulu region.
  • C. Yauri
    Yauri is a town in southern Peru that serves as the administrative and commercial center of Espinar Province in the Cusco Region.
  • D. Youssoufia
    Youssoufia is a Moroccan city known for its phosphate mining industry and its location within the Marrakesh-Safi region.
  • E. Makouda
    Makouda is a town and commune located in northern Algeria within the Kabylie region.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c1673c8190830cd15525d16869 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69c8d408190abbc900deb534045 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fe53d47c8190896a9abf8cc4bc31 completed May 2, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc2cfd08190b87eccd3a73afc77 completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:50 p.m.