Triple

T11579205
Position Surface form Disambiguated ID Type / Status
Subject Edoid languages E274580 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Ivbie North-Okpela-Arhe language
The Ivbie North-Okpela-Arhe language is a lesser-known Edoid language of southern Nigeria, spoken by local communities in the Edo State region.
E934615 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: Ivbie North-Okpela-Arhe language | Statement: [Edoid languages, hasMemberLanguage, Ivbie North-Okpela-Arhe language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ivbie North-Okpela-Arhe language
Context triple: [Edoid languages, hasMemberLanguage, Ivbie North-Okpela-Arhe language]
  • A. Oko languages
    Oko languages are a small group of closely related Niger-Congo languages spoken primarily in central Nigeria.
  • B. Nobiin language
    The Nobiin language is a Nubian language of the Nilo-Saharan family spoken along the Nile in southern Egypt and northern Sudan, known for its rich oral tradition and historical significance as a descendant of Old Nubian.
  • C. Teke-Ibali language
    The Teke-Ibali language is a Bantu language spoken by the Teke people in Central Africa, forming one of the distinct varieties within the broader Teke linguistic group.
  • D. Xibe language
    The Xibe language is a Tungusic language spoken primarily by the Xibe ethnic minority in China’s Xinjiang region, regarded as a modern descendant and close relative of Manchu.
  • E. Teke-Eboo languages
    The Teke-Eboo languages are a subgroup of Bantu languages spoken primarily by Teke-related communities in Central Africa, especially in the Republic of the Congo and surrounding regions.
  • 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: Ivbie North-Okpela-Arhe language
Triple: [Edoid languages, hasMemberLanguage, Ivbie North-Okpela-Arhe language]
Generated description
The Ivbie North-Okpela-Arhe language is a lesser-known Edoid language of southern Nigeria, spoken by local communities in the Edo State region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ivbie North-Okpela-Arhe language
Target entity description: The Ivbie North-Okpela-Arhe language is a lesser-known Edoid language of southern Nigeria, spoken by local communities in the Edo State region.
  • A. Oko languages
    Oko languages are a small group of closely related Niger-Congo languages spoken primarily in central Nigeria.
  • B. Nobiin language
    The Nobiin language is a Nubian language of the Nilo-Saharan family spoken along the Nile in southern Egypt and northern Sudan, known for its rich oral tradition and historical significance as a descendant of Old Nubian.
  • C. Teke-Ibali language
    The Teke-Ibali language is a Bantu language spoken by the Teke people in Central Africa, forming one of the distinct varieties within the broader Teke linguistic group.
  • D. Xibe language
    The Xibe language is a Tungusic language spoken primarily by the Xibe ethnic minority in China’s Xinjiang region, regarded as a modern descendant and close relative of Manchu.
  • E. Teke-Eboo languages
    The Teke-Eboo languages are a subgroup of Bantu languages spoken primarily by Teke-related communities in Central Africa, especially in the Republic of the Congo and surrounding regions.
  • 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_69e714080a60819095205355776c8637 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.