Triple

T6672915
Position Surface form Disambiguated ID Type / Status
Subject J. David Sapir E151774 entity
Predicate studies P1945 FINISHED
Object Jola (Diola) language
The Jola (Diola) language is a group of Niger-Congo languages spoken primarily by the Jola people of Senegal, Gambia, and Guinea-Bissau, known for their complex noun class systems and rich oral traditions.
E611020 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: Jola (Diola) language | Statement: [J. David Sapir, studies, Jola (Diola) language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jola (Diola) language
Context triple: [J. David Sapir, studies, Jola (Diola) language]
  • A. Koyraboro Senni language
    The Koyraboro Senni language is a Songhay language spoken primarily along the Niger River in Mali, notably around the city of Gao.
  • B. Baoulé language
    The Baoulé language is a Niger-Congo language spoken primarily by the Baoulé people of central Côte d'Ivoire.
  • C. Zarma language
    The Zarma language is a widely spoken Nilo-Saharan language of West Africa, primarily used in Niger and neighboring countries, and serves as a major lingua franca in the region.
  • D. Mande languages
    The Mande languages are a branch of West African languages spoken primarily in countries such as Mali, Guinea, and Sierra Leone, known for including major languages like Bambara, Mandinka, and Soninke.
  • E. Fula language
    The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
  • 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: Jola (Diola) language
Triple: [J. David Sapir, studies, Jola (Diola) language]
Generated description
The Jola (Diola) language is a group of Niger-Congo languages spoken primarily by the Jola people of Senegal, Gambia, and Guinea-Bissau, known for their complex noun class systems and rich oral traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jola (Diola) language
Target entity description: The Jola (Diola) language is a group of Niger-Congo languages spoken primarily by the Jola people of Senegal, Gambia, and Guinea-Bissau, known for their complex noun class systems and rich oral traditions.
  • A. Koyraboro Senni language
    The Koyraboro Senni language is a Songhay language spoken primarily along the Niger River in Mali, notably around the city of Gao.
  • B. Baoulé language
    The Baoulé language is a Niger-Congo language spoken primarily by the Baoulé people of central Côte d'Ivoire.
  • C. Zarma language
    The Zarma language is a widely spoken Nilo-Saharan language of West Africa, primarily used in Niger and neighboring countries, and serves as a major lingua franca in the region.
  • D. Mande languages
    The Mande languages are a branch of West African languages spoken primarily in countries such as Mali, Guinea, and Sierra Leone, known for including major languages like Bambara, Mandinka, and Soninke.
  • E. Fula language
    The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
  • 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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0cb78b08190923685712cbba5d8 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7a10ec08190983a66b874a1d541 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8d27d388190816cfeefbe1519d8 completed March 27, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69c6f96c215081909e9d7a6e0a811f18 completed March 27, 2026, 9:41 p.m.
Created at: March 27, 2026, 2:03 p.m.