Triple

T2541995
Position Surface form Disambiguated ID Type / Status
Subject Efik people E57805 entity
Predicate language P15 FINISHED
Object 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.
 E277565 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: Efik language | Statement: [Efik people, language, Efik language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Efik language
Context triple: [Efik people, language, Efik language]
  • A. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • B. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • C. Ijaw languages
    Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
  • D. Ewondo language
    Ewondo is a Bantu language spoken primarily in central Cameroon, notably around the capital Yaoundé, by the Ewondo (Yaoundé) people.
  • E. Igbo
    The Igbo are one of the largest ethnic groups in West Africa, known for their rich cultural traditions, entrepreneurial spirit, and predominantly southeastern homeland in Nigeria.
  • 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: Efik language
Triple: [Efik people, language, Efik language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Efik language
Target entity description: 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.
  • A. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • B. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • C. Ijaw languages
    Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
  • D. Ewondo language
    Ewondo is a Bantu language spoken primarily in central Cameroon, notably around the capital Yaoundé, by the Ewondo (Yaoundé) people.
  • E. Igbo
    The Igbo are one of the largest ethnic groups in West Africa, known for their rich cultural traditions, entrepreneurial spirit, and predominantly southeastern homeland in Nigeria.
  • 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2bd92f88190bf100c799f62210c completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d046430819095605b8a8fd987d5 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5f4be20c8190a0da1a25c7b097b8 completed March 10, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69af5fe06e6881908e0b11f3101cb0f0 completed March 10, 2026, 12:03 a.m.
Created at: March 6, 2026, 9:47 p.m.