Triple

T11579206
Position Surface form Disambiguated ID Type / Status
Subject Edoid languages E274580 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Okpamheri language
The Okpamheri language is a lesser-known Edoid language spoken by a small ethnic community in southern Nigeria.
E936892 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: Okpamheri language | Statement: [Edoid languages, hasMemberLanguage, Okpamheri language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Okpamheri language
Context triple: [Edoid languages, hasMemberLanguage, Okpamheri language]
  • A. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • B. 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.
  • C. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • 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. Kalabari language
    The Kalabari language is an Ijoid language spoken primarily by the Kalabari people of Nigeria’s Niger Delta region.
  • 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: Okpamheri language
Triple: [Edoid languages, hasMemberLanguage, Okpamheri language]
Generated description
The Okpamheri language is a lesser-known Edoid language spoken by a small ethnic community in southern Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Okpamheri language
Target entity description: The Okpamheri language is a lesser-known Edoid language spoken by a small ethnic community in southern Nigeria.
  • A. Ikposo language
    The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
  • B. 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.
  • C. Urhobo language
    The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
  • 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. Kalabari language
    The Kalabari language is an Ijoid language spoken primarily by the Kalabari people of Nigeria’s Niger Delta region.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904b46288190890ecafd6ceb0c3d completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee86cbd7988190a4960c5abbbf03a2 completed April 26, 2026, 9:42 p.m.
NEDg Description generation batch_69ee9cf1cb2481908bc473c87bc42d60 completed April 26, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69eecd31894481908dbd55f605c693f9 completed April 27, 2026, 2:42 a.m.
Created at: April 8, 2026, 9:38 p.m.