Triple

T12138394
Position Surface form Disambiguated ID Type / Status
Subject Idomoid languages E289119 entity
Predicate hasMember P10 FINISHED
Object Obi language (Idomoid)
Obi is a lesser-known Idomoid language of the Niger-Congo family spoken in parts of central Nigeria.
 E968196 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: Obi language (Idomoid) | Statement: [Idomoid languages, hasMember, Obi language (Idomoid)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Obi language (Idomoid)
Context triple: [Idomoid languages, hasMember, Obi language (Idomoid)]
  • A. Idoma language
    The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
  • B. Ogbia language
    The Ogbia language is a Niger-Congo language spoken primarily by the Ogbia people in Bayelsa State in Nigeria.
  • C. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • D. 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.
  • E. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • 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: Obi language (Idomoid)
Triple: [Idomoid languages, hasMember, Obi language (Idomoid)]
Generated description
Obi is a lesser-known Idomoid language of the Niger-Congo family spoken in parts of central Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Obi language (Idomoid)
Target entity description: Obi is a lesser-known Idomoid language of the Niger-Congo family spoken in parts of central Nigeria.
  • A. Idoma language
    The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
  • B. Ogbia language
    The Ogbia language is a Niger-Congo language spoken primarily by the Ogbia people in Bayelsa State in Nigeria.
  • C. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • D. 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.
  • E. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158eef48819083bdce283a363414 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f690ae408190966bb4fe8feaa7d2 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6022ecf38819080f0eb6a3a815c5b completed May 2, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69f606560934819092ba4d4fa162b799 completed May 2, 2026, 2:12 p.m.
Created at: April 8, 2026, 9:49 p.m.