Triple

T16767913
Position Surface form Disambiguated ID Type / Status
Subject Arogbo language E407515 entity
Predicate hasAlternativeName P39 FINISHED
Object Arogbo Ijaw language
Arogbo Ijaw language is a Niger–Congo language spoken by the Arogbo Ijaw people of the Niger Delta region in Nigeria.
 E89521 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: Arogbo Ijaw language | Statement: [Arogbo language, hasAlternativeName, Arogbo Ijaw language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arogbo Ijaw language
Context triple: [Arogbo language, hasAlternativeName, Arogbo Ijaw language]
  • A. 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.
  • B. Ikare-Akoko language
    The Ikare-Akoko language is a Yoruboid language variety spoken primarily in and around the town of Ikare-Akoko in southwestern Nigeria.
  • C. 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.
  • D. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • E. Ijebu language
    The Ijebu language is a dialect of Yoruba spoken primarily by the Ijebu people in southwestern 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: Arogbo Ijaw language
Triple: [Arogbo language, hasAlternativeName, Arogbo Ijaw language]
Generated description
Arogbo Ijaw language is a Niger–Congo language spoken by the Arogbo Ijaw people of the Niger Delta region in Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arogbo Ijaw language
Target entity description: Arogbo Ijaw language is a Niger–Congo language spoken by the Arogbo Ijaw people of the Niger Delta region in Nigeria.
  • A. Ijaw languages chosen
    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.
  • B. Ikare-Akoko language
    The Ikare-Akoko language is a Yoruboid language variety spoken primarily in and around the town of Ikare-Akoko in southwestern Nigeria.
  • C. 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.
  • D. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • E. Ijebu language
    The Ijebu language is a dialect of Yoruba spoken primarily by the Ijebu people in southwestern Nigeria.
  • F. None of above.

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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dbf92b148190825778809bc4aac2 completed May 10, 2026, 7:26 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:21 a.m.