Triple

T2583528
Position Surface form Disambiguated ID Type / Status
Subject Ibibio people E57146 entity
Predicate language P15 FINISHED
Object Ibibio language
The Ibibio language is a Niger-Congo language spoken primarily in southeastern Nigeria by the Ibibio ethnic group and closely related to other Lower Cross River languages.
 E279659 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: Ibibio language | Statement: [Ibibio people, language, Ibibio language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ibibio language
Context triple: [Ibibio people, language, Ibibio language]
  • A. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • B. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • 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. 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.
  • 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: Ibibio language
Triple: [Ibibio people, language, Ibibio language]
Generated description
The Ibibio language is a Niger-Congo language spoken primarily in southeastern Nigeria by the Ibibio ethnic group and closely related to other Lower Cross River languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ibibio language
Target entity description: The Ibibio language is a Niger-Congo language spoken primarily in southeastern Nigeria by the Ibibio ethnic group and closely related to other Lower Cross River languages.
  • A. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • B. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • 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. 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.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3cb33a08190a3eae1a95e1b63bf completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657f39dc8190971e0ad7a5396257 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af688f1ca88190acb81cbe148bed68 completed March 10, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69af6901c1fc8190ab469bb5cf222724 completed March 10, 2026, 12:42 a.m.
Created at: March 6, 2026, 9:49 p.m.