Triple

T12039766
Position Surface form Disambiguated ID Type / Status
Subject Yoruboid languages E286629 entity
Predicate hasMember P10 FINISHED
Object Ifè language
The Ifè language is a Yoruboid language spoken primarily by the Ifè people in parts of Togo and Benin in West Africa.
 E962190 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: Ifè language | Statement: [Yoruboid languages, hasMember, Ifè language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ifè language
Context triple: [Yoruboid languages, hasMember, Ifè language]
  • A. Efik language
    Efik language is a Niger-Congo language of southeastern Nigeria, traditionally spoken by the Efik people of the Cross River region and used historically as a regional lingua franca.
  • B. Ikwerre language
    Ikwerre language is an Igboid language spoken primarily by the Ikwerre people in Rivers State, Nigeria.
  • C. Idoma language
    The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
  • D. Ifalik language
    The Ifalik language is a Micronesian language spoken by the inhabitants of the small atoll of Ifalik in the Federated States of Micronesia.
  • E. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • 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: Ifè language
Triple: [Yoruboid languages, hasMember, Ifè language]
Generated description
The Ifè language is a Yoruboid language spoken primarily by the Ifè people in parts of Togo and Benin in West Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ifè language
Target entity description: The Ifè language is a Yoruboid language spoken primarily by the Ifè people in parts of Togo and Benin in West Africa.
  • A. Efik language
    Efik language is a Niger-Congo language of southeastern Nigeria, traditionally spoken by the Efik people of the Cross River region and used historically as a regional lingua franca.
  • B. Ikwerre language
    Ikwerre language is an Igboid language spoken primarily by the Ikwerre people in Rivers State, Nigeria.
  • C. Idoma language
    The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
  • D. Ifalik language
    The Ifalik language is a Micronesian language spoken by the inhabitants of the small atoll of Ifalik in the Federated States of Micronesia.
  • E. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040c1a6c8190aea1388e82dd8f5a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d9937a08190b2f606a1e55733b5 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d9460bc8190869f2b7d095d98cb completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564ed64008190bfbeaf0991a7c2b8 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.